The SAS System 1 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=ST Moments N 914 Sum Wgts 914 Mean 36 Sum 32904 Std Dev 0 Variance 0 Skewness . Kurtosis . USS 1184544 CSS 0 CV 0 Std Mean 0 T:Mean=0 . Pr>|T| . Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 36 99% 36 75% Q3 36 95% 36 50% Med 36 90% 36 25% Q1 36 10% 36 0% Min 36 5% 36 1% 36 Range 0 Q3-Q1 0 Mode 36 The SAS System 2 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=ST Extremes Lowest Obs Highest Obs 36( 914) 36( 910) 36( 913) 36( 911) 36( 912) 36( 912) 36( 911) 36( 913) 36( 910) 36( 914) The SAS System 3 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=CO Moments N 914 Sum Wgts 914 Mean 27.11707 Sum 24785 Std Dev 16.59796 Variance 275.4923 Skewness 0.116433 Kurtosis -1.22351 USS 923621 CSS 251524.5 CV 61.20854 Std Mean 0.549012 T:Mean=0 49.39251 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 57 99% 56 75% Q3 41 95% 54 50% Med 26 90% 51 25% Q1 12 10% 5 0% Min 1 5% 3 1% 2 Range 56 Q3-Q1 29 Mode 40 The SAS System 4 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=CO Extremes Lowest Obs Highest Obs 1( 9) 57( 908) 1( 8) 57( 909) 1( 7) 57( 910) 1( 6) 57( 911) 1( 5) 57( 912) Histogram # Boxplot 57.5+************* 38 | .************************ 72 | .************************** 76 | .*************************** 80 +-----+ .************************ 70 | | .******************************* 91 | | .******************** 58 *--+--* .*************************** 81 | | .************************* 73 | | .********************************* 97 +-----+ .******************************** 94 | 2.5+**************************** 84 | ----+----+----+----+----+----+--- * may represent up to 3 counts The SAS System 5 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=CO Normal Probability Plot 57.5+ ********* | ****** | *****+ | ***++ | ***++ | ***+ | *** | +*** | ++*** | +***** | ***** 2.5+************* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 6 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=EXPEN Moments N 912 Sum Wgts 912 Mean 294.1404 Sum 268256 Std Dev 269.8529 Variance 72820.58 Skewness 5.52471 Kurtosis 43.76361 USS 1.4524E8 CSS 66339546 CV 91.7429 Std Mean 8.935722 T:Mean=0 32.91736 Pr>|T| 0.0001 Num ^= 0 912 Num > 0 912 M(Sign) 456 Pr>=|M| 0.0001 Sgn Rank 208164 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 3286 99% 1425 75% Q3 316 95% 663 50% Med 227 90% 485 25% Q1 172 10% 130 0% Min 53 5% 112 1% 82 Range 3233 Q3-Q1 144 Mode 187 The SAS System 7 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=EXPEN Extremes Lowest Obs Highest Obs 53( 889) 2053( 353) 56( 385) 2410( 815) 59( 10) 2627( 285) 66( 126) 3043( 356) 68( 708) 3286( 349) Missing Value . Count 2 % Count/Nobs 0.22 The SAS System 8 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=EXPEN Histogram # 3300+* 1 .* 1 . .* 1 .* 1 . .* 1 .* 2 1700+* 1 .* 2 .* 1 .* 9 .** 11 .**** 29 .********* 80 .*********************************************** 420 100+**************************************** 352 ----+----+----+----+----+----+----+----+----+-- * may represent up to 9 counts The SAS System 9 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=EXPEN Boxplot * * * * * * * * * * * 0 0 +--+--+ +-----+ The SAS System 10 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=EXPEN Normal Probability Plot 3300+ * | * | | * | * | | * | ** 1700+ * | * | * | *** | ***+++++ | +++**** | ++++++****** | ************** 100+*********************** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 11 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=WEALTH Moments N 914 Sum Wgts 914 Mean 51786.74 Sum 47333081 Std Dev 55912.21 Variance 3.1262E9 Skewness 4.805139 Kurtosis 31.26076 USS 5.305E12 CSS 2.854E12 CV 107.9663 Std Mean 1849.411 T:Mean=0 28.00174 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 594758 99% 329034 75% Q3 54233 95% 147322 50% Med 35077 90% 93169 25% Q1 25727 10% 21117 0% Min 7744 5% 18836 1% 15112 Range 587014 Q3-Q1 28506 Mode 23054 The SAS System 12 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=WEALTH Extremes Lowest Obs Highest Obs 7744( 889) 447569( 349) 8565( 385) 448200( 595) 11078( 557) 457518( 309) 13561( 653) 572526( 815) 14350( 25) 594758( 356) Histogram # 575000+* 2 . .* 1 .* 2 .* 2 .* 6 .* 1 .* 6 .** 25 .*** 33 .************* 180 25000+*********************************************** 656 ----+----+----+----+----+----+----+----+----+-- * may represent up to 14 counts The SAS System 13 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=WEALTH Boxplot * * * * * * * * 0 +--0--+ *-----* Normal Probability Plot 575000+ * | | * | * | ** | *** | * | ** | ****+++++ | +++++***+ | ++++++********* 25000+******************************** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 14 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=POP Moments N 914 Sum Wgts 914 Mean 7031.635 Sum 6426914 Std Dev 26291 Variance 6.9122E8 Skewness 12.10752 Kurtosis 175.4118 USS 6.763E11 CSS 6.311E11 CV 373.896 Std Mean 869.629 T:Mean=0 8.085786 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 471283 99% 77677 75% Q3 4822 95% 23523 50% Med 2177 90% 11801 25% Q1 1256 10% 785 0% Min 69 5% 578 1% 261 Range 471214 Q3-Q1 3566 Mode 1084 The SAS System 15 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=POP Extremes Lowest Obs Highest Obs 69( 649) 176270( 772) 107( 356) 233377( 475) 146( 304) 292977( 773) 170( 350) 382701( 770) 189( 815) 471283( 474) The SAS System 16 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=POP Histogram # 470000+* 1 . . . .* 1 . . . . .* 1 . . .* 1 . . .* 1 .* 1 . .* 2 .* 1 .* 4 .* 6 .*** 38 10000+************************************************ 857 ----+----+----+----+----+----+----+----+----+--- * may represent up to 18 counts The SAS System 17 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=POP Boxplot * * * * * * * * * * * +--0--+ The SAS System 18 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=POP Normal Probability Plot 470000+ * | | | | * | | | | | * | | | * | | | * | * | | * | * | +**++ | +++++++*** | ++++++++ ****** 10000+***************************************** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 19 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=PINTERG Moments N 914 Sum Wgts 914 Mean 19.20011 Sum 17548.9 Std Dev 10.23282 Variance 104.7105 Skewness 1.560702 Kurtosis 3.732924 USS 432541.5 CSS 95600.71 CV 53.29561 Std Mean 0.338471 T:Mean=0 56.72593 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 68.6 99% 59 75% Q3 23.9 95% 37.4 50% Med 17 90% 31.2 25% Q1 12.4 10% 8.4 0% Min 1.7 5% 6.9 1% 4.6 Range 66.9 Q3-Q1 11.5 Mode 12.3 The SAS System 20 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=PINTERG Extremes Lowest Obs Highest Obs 1.7( 350) 63.2( 422) 1.8( 227) 64( 423) 3.5( 812) 64.7( 386) 3.7( 481) 65.8( 382) 4( 46) 68.6( 211) Histogram # 67.5+* 2 .** 6 .** 6 .* 3 .** 8 .*** 11 .***** 23 .********** 48 .******************** 96 .***************************** 145 .********************************************* 221 .****************************************** 207 .************************* 125 2.5+*** 13 ----+----+----+----+----+----+----+----+----+ * may represent up to 5 counts The SAS System 21 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=PINTERG Boxplot * * 0 0 0 0 | | | +-----+ *--+--* +-----+ | | The SAS System 22 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=PINTERG Normal Probability Plot 67.5+ * | ** | ** | * | *** | ** +++++ | ***+++ | +**** | ++***** | ++****** | +******* | ******** | *************+ 2.5+**** +++++ +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 23 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=DENS Moments N 914 Sum Wgts 914 Mean 178.302 Sum 162968 Std Dev 470.2014 Variance 221089.4 Skewness 6.440279 Kurtosis 52.12467 USS 2.3091E8 CSS 2.0185E8 CV 263.7107 Std Mean 15.55288 T:Mean=0 11.46424 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 5510 99% 2359 75% Q3 111 95% 731 50% Med 52.5 90% 341 25% Q1 30 10% 16 0% Min 1 5% 10 1% 2 Range 5509 Q3-Q1 81 Mode 44 The SAS System 24 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=DENS Extremes Lowest Obs Highest Obs 1( 649) 3508( 769) 1( 356) 3666( 273) 1( 349) 3795( 475) 2( 815) 5423( 474) 2( 355) 5510( 877) Histogram # 5750+* 1 .* 1 . . .* 3 .* 2 .* 1 .* 8 .* 5 .* 14 .** 31 250+************************************************ 848 ----+----+----+----+----+----+----+----+----+--- * may represent up to 18 counts The SAS System 25 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=DENS Boxplot * * * * * * * * * +--0--+ Normal Probability Plot 5750+ * | * | | | * | ** | * | *** | ** | ***+++++ | ++++++++**** 250+***************************************** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 26 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=INCOME Moments N 914 Sum Wgts 914 Mean 12707.94 Sum 11615057 Std Dev 4179.045 Variance 17464420 Skewness 2.852294 Kurtosis 15.03719 USS 1.635E11 CSS 1.595E10 CV 32.88531 Std Mean 138.2305 T:Mean=0 91.93294 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 48021 99% 28300 75% Q3 13873 95% 19976 50% Med 11815 90% 17118 25% Q1 10334 10% 9051 0% Min 2884 5% 8397 1% 6779 Range 45137 Q3-Q1 3539 Mode 11442 The SAS System 27 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=INCOME Extremes Lowest Obs Highest Obs 2884( 889) 33993( 879) 5676( 158) 36031( 875) 5902( 299) 42612( 882) 5958( 21) 45134( 881) 6025( 653) 48021( 885) The SAS System 28 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=INCOME Histogram # 49000+* 1 . .* 1 .* 1 . . .* 1 . .* 1 .* 2 .* 3 .* 2 .** 8 .** 8 .*** 17 .***** 34 .******** 51 .************* 90 .****************************** 210 .****************************************** 293 .*********************** 161 .**** 26 .* 3 3000+* 1 ----+----+----+----+----+----+----+----+-- * may represent up to 7 counts The SAS System 29 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=INCOME Boxplot * * * * * * * * 0 0 0 0 | | +--+--+ *-----* | | | 0 The SAS System 30 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=INCOME Normal Probability Plot 49000+ * | | * | * | | | * | | * | ** | ** | ** | *** | ** +++ | ***+++ | +***+ | +++**** | +++***** | ++******* | ********** | ***********+ |******** +++++ |* ++++ 3000+*++++ +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 31 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=ID Moments N 914 Sum Wgts 914 Mean 4666.312 Sum 4265009 Std Dev 2705.028 Variance 7317177 Skewness 0.006832 Kurtosis -1.21114 USS 2.658E10 CSS 6.6806E9 CV 57.9693 Std Mean 89.47438 T:Mean=0 52.15249 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 9320 99% 9230 75% Q3 7010 95% 8870 50% Med 4645 90% 8410 25% Q1 2310 10% 930 0% Min 10 5% 470 1% 110 Range 9310 Q3-Q1 4700 Mode 8400 The SAS System 32 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=ID Extremes Lowest Obs Highest Obs 10( 375) 9280( 718) 20( 737) 9290( 576) 30( 145) 9300( 429) 40( 322) 9310( 84) 60( 577) 9320( 887) Histogram # Boxplot 9250+***************** 33 | .************************* 50 | .************************** 52 | .************************ 48 | .************************ 47 +-----+ .************************* 49 | | .************************ 48 | | .************************ 48 | | .************************ 48 | | 4750+************************* 49 *--+--* .************************** 52 | | .*********************** 46 | | .************************ 48 | | .************************* 49 | | .************************* 50 +-----+ .************************* 50 | .************************* 49 | .************************* 50 | 250+************************ 48 | ----+----+----+----+----+- * may represent up to 2 counts The SAS System 33 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=ID Normal Probability Plot 9250+ +******** | ****** | ****+ | ***++ | **++ | ***+ | **+ | *** | **+ 4750+ ** | *** | +** | +*** | ++** | +*** | +*** | +*** | ***** 250+********** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 34 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=GROWR Moments N 914 Sum Wgts 914 Mean 8.169365 Sum 7466.8 Std Dev 17.30968 Variance 299.625 Skewness 6.896933 Kurtosis 96.86749 USS 334556.7 CSS 273557.6 CV 211.8852 Std Mean 0.572553 T:Mean=0 14.2683 Pr>|T| 0.0001 Num ^= 0 910 Num > 0 673 M(Sign) 218 Pr>=|M| 0.0001 Sgn Rank 134932 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 294.5 99% 49.6 75% Q3 13.7 95% 29.6 50% Med 6.1 90% 21.5 25% Q1 -0.2 10% -5.3 0% Min -35.5 5% -8.6 1% -21.9 Range 330 Q3-Q1 13.9 Mode 13.7 The SAS System 35 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=GROWR Extremes Lowest Obs Highest Obs -35.5( 649) 77.2( 689) -33.5( 645) 100.9( 379) -27.1( 815) 118.5( 96) -25.5( 408) 189( 288) -23.8( 719) 294.5( 385) Histogram # 290+* 1 . . . . .* 1 . . 130+ .* 2 . .* 2 .** 13 .******** 93 .************************************************ 565 .******************* 224 -30+** 13 ----+----+----+----+----+----+----+----+----+--- * may represent up to 12 counts The SAS System 36 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=GROWR Boxplot * * * * 0 0 +--+--+ +-----+ 0 The SAS System 37 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=GROWR Normal Probability Plot 290+ * | | | | | * | | 130+ | * | | * | +*****+ | +++++********* | ******************* | ****************++ -30+****+++++ +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 38 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LEX Moments N 912 Sum Wgts 912 Mean 5.492123 Sum 5008.816 Std Dev 0.556057 Variance 0.3092 Skewness 0.953208 Kurtosis 2.19908 USS 27790.72 CSS 281.6811 CV 10.12464 Std Mean 0.018413 T:Mean=0 298.2758 Pr>|T| 0.0001 Num ^= 0 912 Num > 0 912 M(Sign) 456 Pr>=|M| 0.0001 Sgn Rank 208164 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 8.097426 99% 7.261927 75% Q3 5.755742 95% 6.496775 50% Med 5.42495 90% 6.184149 25% Q1 5.147494 10% 4.867534 0% Min 3.970292 5% 4.718499 1% 4.406719 Range 4.127134 Q3-Q1 0.608248 Mode 5.231109 The SAS System 39 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LEX Extremes Lowest Obs Highest Obs 3.970292( 889) 7.627057( 353) 4.025352( 385) 7.787382( 815) 4.077537( 10) 7.873598( 285) 4.189655( 126) 8.020599( 356) 4.219508( 708) 8.097426( 349) Missing Value . Count 2 % Count/Nobs 0.22 The SAS System 40 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LEX Histogram # 8.1+* 2 .* 1 .* 2 .* 3 .* 3 .** 6 .** 7 6.7+*** 11 .******* 25 .******* 27 .************* 52 .******************* 73 .************************** 103 .****************************************** 166 5.3+***************************************** 161 .******************************* 124 .********************* 82 .********** 38 .***** 17 .** 5 .* 3 3.9+* 1 ----+----+----+----+----+----+----+----+-- * may represent up to 4 counts The SAS System 41 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LEX Boxplot * * * 0 0 0 0 0 | | | | +-----+ *--+--* | | +-----+ | | | 0 0 0 The SAS System 42 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LEX Normal Probability Plot 8.1+ * | * | * | ** | * | ** | *** ++ 6.7+ **++++ | ****+ | ***+ | **** | +**** | ++**** | ****** 5.3+ ***** | ****** | ******+ | *****++ | *****++ |***+++ |*+ 3.9+* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 43 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LW Moments N 914 Sum Wgts 914 Mean 10.59823 Sum 9686.781 Std Dev 0.626653 Variance 0.392694 Skewness 1.197009 Kurtosis 1.880306 USS 103021.3 CSS 358.5297 CV 5.912809 Std Mean 0.020728 T:Mean=0 511.304 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 13.29591 99% 12.70392 75% Q3 10.90104 95% 11.90038 50% Med 10.4653 90% 11.44217 25% Q1 10.1553 10% 9.957834 0% Min 8.954674 5% 9.843525 1% 9.623244 Range 4.341236 Q3-Q1 0.745749 Mode 10.04559 The SAS System 44 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LW Extremes Lowest Obs Highest Obs 8.954674( 889) 13.01159( 349) 9.055439( 385) 13.01299( 595) 9.312716( 557) 13.03357( 309) 9.514953( 653) 13.25781( 815) 9.571505( 25) 13.29591( 356) The SAS System 45 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LW Histogram # Boxplot 13.3+* 2 * .* 3 0 .* 1 0 .** 7 0 .* 1 0 .** 6 0 .***** 17 0 .**** 15 | .**** 16 | .******** 31 | .*********** 44 | 11.1+************ 47 | .******************* 76 +-----+ .************************* 99 | | .********************************** 135 *--+--* .***************************************** 161 | | .*********************************** 138 +-----+ .********************* 84 | .****** 23 | .** 5 | .* 1 | .* 1 | 8.9+* 1 0 ----+----+----+----+----+----+----+----+- * may represent up to 4 counts The SAS System 46 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LW Normal Probability Plot 13.3+ * | * | * | *** | * | ** | **** +++ | ** +++ | ***+++ | ***+ | *** 11.1+ +*** | ++*** | ++*** | ++***** | ****** | ****** | ********+ | ****** +++ |** ++++ |* +++ |*++ 8.9+* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 47 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LPOP Moments N 914 Sum Wgts 914 Mean 7.875903 Sum 7198.576 Std Dev 1.140779 Variance 1.301377 Skewness 0.84647 Kurtosis 1.717563 USS 57883.44 CSS 1188.157 CV 14.48442 Std Mean 0.037734 T:Mean=0 208.7238 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 13.06321 99% 11.26031 75% Q3 8.480944 95% 10.06573 50% Med 7.6857 90% 9.37594 25% Q1 7.135687 10% 6.665684 0% Min 4.234107 5% 6.359574 1% 5.56452 Range 8.829108 Q3-Q1 1.345257 Mode 6.988413 The SAS System 48 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LPOP Extremes Lowest Obs Highest Obs 4.234107( 649) 12.07977( 772) 4.672829( 356) 12.36041( 475) 4.983607( 304) 12.58785( 773) 5.135798( 350) 12.85501( 770) 5.241747( 815) 13.06321( 474) Histogram # Boxplot 13.25+* 1 * .* 2 * .* 2 0 .* 3 0 .* 5 0 .** 8 0 .****** 29 | .******* 34 | .********** 46 | 8.75+******************* 92 | .************************** 129 +-----+ .*************************************** 193 *--+--* .************************************** 187 +-----+ .************************ 120 | .******** 39 | .*** 15 | .** 6 | .* 2 0 4.25+* 1 0 ----+----+----+----+----+----+----+---- * may represent up to 5 counts The SAS System 49 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LPOP Normal Probability Plot 13.25+ * | * | * | ** | ** | *** ++ | *****+++ | ****++ | +***+ 8.75+ +***** | +***** | +****** | ******* | ******** | *****++ | *****++ |***++ |* 4.25+* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 50 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LDENS Moments N 914 Sum Wgts 914 Mean 4.135113 Sum 3779.493 Std Dev 1.282521 Variance 1.64486 Skewness 0.493757 Kurtosis 1.22072 USS 17130.39 CSS 1501.757 CV 31.01538 Std Mean 0.042422 T:Mean=0 97.47562 Pr>|T| 0.0001 Num ^= 0 911 Num > 0 911 M(Sign) 455.5 Pr>=|M| 0.0001 Sgn Rank 207708 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 8.61432 99% 7.765993 75% Q3 4.70953 95% 6.594413 50% Med 3.960768 90% 5.831882 25% Q1 3.401197 10% 2.772589 0% Min 0 5% 2.302585 1% 0.693147 Range 8.61432 Q3-Q1 1.308333 Mode 3.78419 The SAS System 51 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LDENS Extremes Lowest Obs Highest Obs 0( 649) 8.162801( 769) 0( 356) 8.206856( 273) 0( 349) 8.24144( 475) 0.693147( 815) 8.598404( 474) 0.693147( 355) 8.61432( 877) Histogram # Boxplot 8.75+* 2 0 .* 5 0 .*** 11 0 .** 10 0 .**** 19 0 .******* 31 | .********** 48 | .************ 60 | .******************* 92 +-----+ .********************************* 165 | + | .*************************************** 193 *-----* .****************************** 149 +-----+ .************* 63 | .******* 35 | .*** 15 | .** 6 0 .** 7 0 0.25+* 3 0 ----+----+----+----+----+----+----+---- * may represent up to 5 counts The SAS System 52 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LDENS Normal Probability Plot 8.75+ * | ** | **** | ** +++ | ****+++ | ***++ | **** | +**** | ++**** | +****** | ****** | ******* | *****++ | ****++ | ****+ | +*** |*** 0.25+* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 53 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LINCOME Moments N 914 Sum Wgts 914 Mean 9.408628 Sum 8599.486 Std Dev 0.275996 Variance 0.076174 Skewness 0.737431 Kurtosis 2.918745 USS 80978.91 CSS 69.54683 CV 2.933438 Std Mean 0.009129 T:Mean=0 1030.614 Pr>|T| 0.0001 Num ^= 0 914 Num > 0 914 M(Sign) 457 Pr>=|M| 0.0001 Sgn Rank 209077.5 Pr>=|S| 0.0001 Quantiles(Def=5) 100% Max 10.77939 99% 10.25062 75% Q3 9.5377 95% 9.902287 50% Med 9.377125 90% 9.747886 25% Q1 9.243195 10% 9.110631 0% Min 7.966933 5% 9.03563 1% 8.821585 Range 2.81246 Q3-Q1 0.294505 Mode 9.345046 The SAS System 54 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LINCOME Extremes Lowest Obs Highest Obs 7.966933( 889) 10.43391( 879) 8.644002( 158) 10.49213( 875) 8.683047( 299) 10.65989( 882) 8.69249( 21) 10.71739( 881) 8.703673( 653) 10.77939( 885) Histogram # 10.7+* 3 .* 2 .* 7 .*** 16 .******** 50 .*************** 103 .********************************** 238 9.3+********************************************* 315 .********************* 147 .**** 25 .* 7 . . . 7.9+* 1 ----+----+----+----+----+----+----+----+----+ * may represent up to 7 counts The SAS System 55 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LINCOME Boxplot * * 0 0 0 | +--+--+ *-----* | | 0 * The SAS System 56 16:22 Tuesday, March 17, 1998 Univariate Procedure Variable=LINCOME Normal Probability Plot 10.7+ * | * | **** | ****+++ | ******++ | ++****** | +******** 9.3+ *********** | **********+ | ******+++ |**+ | | | 7.9+* +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 The SAS System 57 16:22 Tuesday, March 17, 1998 Plot of EXPEN*GROWR. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | | A | 3000 + A | | EXPEN | A | A | | 2000 + A | A A | A | A | A A | | ACAA 1000 + A CAA | A BBCA | AA EDAD A | A BAEHGKB A | BERWSKECC A | AAZZZZZQFAB A | CFZZZZZPJCD AA A 0 + B A A A -+-------------+-------------+-------------+-------------+ -100 0 100 200 300 GROWR NOTE: 2 obs had missing values. 396 obs hidden. The SAS System 58 16:22 Tuesday, March 17, 1998 Plot of EXPEN*WEALTH. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | | A | 3000 + A | | EXPEN | A | A | | 2000 + A | A A | A | A | A A | | A A A A A A 1000 + A A AAA A | B BAB A A | CABAC A BBA A | BIBDGCD BBAAA | BZKMJIGCAACAA A A | ZZZZSMICDAB | ZZZXGBAA 0 + BC ---+-------------+-------------+-------------+-- 0 200000 400000 600000 WEALTH NOTE: 2 obs had missing values. 462 obs hidden. The SAS System 59 16:22 Tuesday, March 17, 1998 Plot of EXPEN*POP. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | |A | 3000 +A | | EXPEN |A |A | | 2000 +A |B |A |A |B | |E A 1000 +F |GB |NA AA |ZBDAA A |ZKBCB B A A |ZZPNCAA A A B A A A A |ZZICC A 0 +CAA -+----------+----------+----------+----------+----------+- 0 100000 200000 300000 400000 500000 POP NOTE: 2 obs had missing values. 612 obs hidden. The SAS System 60 16:22 Tuesday, March 17, 1998 Plot of EXPEN*DENS. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | |A | 3000 +A | | EXPEN |A |A | | 2000 +A |B |A |A |B | |CAB 1000 +F |FAA A |N AAA |ZABA A A A A A A |ZGBABBA B A AA A AA A A |ZZRJICFDDA C AAA AAAAAA A AA A A |ZZZTEDDABA CB A 0 +ABAA -+-------+-------+-------+-------+-------+-------+-------+ 0 784 1568 2352 3136 3920 4704 5488 DENS NOTE: 2 obs had missing values. 526 obs hidden. The SAS System 61 16:22 Tuesday, March 17, 1998 Plot of EXPEN*INCOME. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | | A | 3000 + A | | EXPEN | A | A | | 2000 + A | A A | A | A | AA | | A AA A AA 1000 + BBAA | AAA AA A A A A | BDCABAA A A A | ADBDHEBA AA BAA B A A A | CCMLNKGDCCBBB A BAACA A A | BAFSZZZXZZOLRKKFGDCB AA AA | EDEVZZZZZUWMBFBCBA 0 + A A B A -+----------+----------+----------+----------+----------+- 0 10000 20000 30000 40000 50000 INCOME NOTE: 2 obs had missing values. 216 obs hidden. The SAS System 62 16:22 Tuesday, March 17, 1998 Plot of EXPEN*PINTERG. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | | A | 3000 + A | | EXPEN | A | A | | 2000 + A | A A | A | A | A A | | C A B 1000 + A BA A A | BAAA A A A A | AABACA A A A A B A A | ACEAADCABC CBAA B AAA A A | CCGIDGGBEGBCCCCCDADAAA AAAA A A A | CHKQNTSWZYTSRSKJIMHFDCBDBA BA A A AAB AAA | BEKKQPZZZZYZRNQSNHKGBHEBB BAAB A A A A A 0 + A AA A A -+-------------+-------------+-------------+-------------+ 0 20 40 60 80 PINTERG NOTE: 2 obs had missing values. 48 obs hidden. The SAS System 63 16:22 Tuesday, March 17, 1998 Plot of EXPEN*GROWR. Legend: A = 1 obs, B = 2 obs, etc. 4000 + | | | | | A | 3000 + A | | EXPEN | A | A | | 2000 + A | A A | A | A | A A | | ACAA 1000 + A CAA | A BBCA | AA EDAD A | A BAEHGKB A | BERWSKECC A | AAZZZZZQFAB A | CFZZZZZPJCD AA A 0 + B A A A -+-------------+-------------+-------------+-------------+ -100 0 100 200 300 GROWR NOTE: 2 obs had missing values. 396 obs hidden. The SAS System 64 16:22 Tuesday, March 17, 1998 Plot of LEX*LGROWR. Legend: A = 1 obs, B = 2 obs, etc. LEX | | 9 + | | | | 8 + A A | AA | A A A | A A | A A 7 + A A A B AAB A | A A A A A AB A | AA B A A A A A A CA A | A A BA BABBA A ABAA AA EBBA A | ABA B ABA AAA A AA A AD B ABB AB BA 6 + AABE DAAABCB A AAABAAABDAACCBDAAB A | A ADCAE D A CCABDABADADCGDAGDBECBAA | ABC ECEACDC A E AADAEEJEGNIPBMCDBB | AA CCEADEBBAA AACBACDDGEEJKEIFIOHKDAB A | AA A CDCCGCCDCACAEABCFBEAJDFHJHLNCHCCC A 5 + A A AA AA BC B ADDACDDKCCDGHHFDDAA A | A A A A A AB A BBBBBAECFFAGGDA | A A A AA A AA A AA AB DEA A A | A A B A B A A | A B A 4 + A A A | --+----------+----------+----------+----------+----------+-- -4 -2 0 2 4 6 LGROWR NOTE: 6 obs had missing values. The SAS System 65 16:22 Tuesday, March 17, 1998 Plot of LEX*LW. Legend: A = 1 obs, B = 2 obs, etc. LEX | | 9 + | | | | 8 + A A | A A | A B | A A | A A 7 + AA A AAA A AB | AA AD A A | A A A AAAA AABC A | A CAC ABBCCAD CABA A | A BABACDAACECD A AA A 6 + BAECDEAAEFAEBBDCABAAA A | A A FEDJDMDBEFEEDBBBDAA | DLMKJJOHJHLKDDABD A | AAHJOQRSNIJLEEDBCBBB | BAGKOOQXSRJGECCAAA 5 + DBFLOMHGLCFCAAAA | A CBCFFHJEGCBAC | A A ACBAEDAACC | A A BB B A | AA B 4 + B A | ---+--------+--------+--------+--------+--------+--------+-- 8 9 10 11 12 13 14 LW NOTE: 2 obs had missing values. The SAS System 66 16:22 Tuesday, March 17, 1998 Plot of LEX*LPOP. Legend: A = 1 obs, B = 2 obs, etc. LEX | | 9 + | | | | 8 + A A | A A | A A A | A A | AA 7 + AA AB A A AA A | A AA B A A A A | B B CA B A AA A A | A BBABBADBAAC B A D B A | A ABC DBBDCAC AA A AB AA A 6 + BACCCHFGBACC AA DA BAA C A | A AA ACBJGHGIBFCAADB A AABCABA A B A AA | BBFNLNKJOJFECACDEBAB EBB A AA | BBFCLISVNGLIFJFC CADDAB A A | BACCIKPPRILHMNECJACA AA 5 + ABCHCHPDIIGEBCGBB ABA | B ABCAGCIDFFECAB AA A A A | AAAB BGADBBAAA | A DAAA A | AA A A 4 + A A A | --+----------+----------+----------+----------+----------+-- 4 6 8 10 12 14 LPOP NOTE: 2 obs had missing values. The SAS System 67 16:22 Tuesday, March 17, 1998 Plot of LEX*LDENS. Legend: A = 1 obs, B = 2 obs, etc. LEX | | 9 + | | | | 8 + B | B | A A A | A A | B 7 + A A ABA A A AA | A B A AA A A A | A AAA AAC A A AAAA | AABBBCBD BCA A A A A A A A A A | ABBACBC CDACA AAA A A AA AA 6 + A C EAEHFEDDA B B AA BAA A AA A | AABCBDGGLGEGCB AAA BA AABBBA B CABA | A AAHJOFPKKJGGEBAEABDBBACCA A A A A | A A CHJSOXMGJGEEDFB DFAA BB AA A | ACAFGLPUSMKLGGCGCBBAB C A 5 + B HHGKJOECGB DDABABAB | BACFEEFICFEB C B B | C BAACCFCAAA A | BBBA AA | AB A 4 + A A A | --+----------+----------+----------+----------+----------+-- 0 2 4 6 8 10 LDENS NOTE: 2 obs had missing values. The SAS System 68 16:22 Tuesday, March 17, 1998 Plot of LEX*LINCOME. Legend: A = 1 obs, B = 2 obs, etc. LEX | | 9 + | | | | 8 + AA | A A | A A A | A A | A A 7 + A CAAAA B | A AA BA A A A | ABC DA A A A A | B A BIBDA AB C B A A A | ACBCCCFC BBBAA A A A 6 + CAEFGFHEDC ABA BB A | ACDGERGGEFBCDBGB C A | A DFHPWNFINMFHDDBAA | AA ABCLJKSSWODFOICBAA A | BA ABHSRZXTHODBCB 5 + A ADCJNVNJECFAA | BAEFMKIEE BA | B ABBFACBCD | A A EB | A B A 4 + A A A | --+-------------+-------------+-------------+-------------+- 7 8 9 10 11 LINCOME NOTE: 2 obs had missing values. 5 obs hidden. The SAS System 69 16:22 Tuesday, March 17, 1998 Model: MODEL1 Dependent Variable: LEX Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 12 180.25687 15.02141 132.776 0.0001 Error 895 101.25439 0.11313 C Total 907 281.51125 Root MSE 0.33635 R-square 0.6403 Dep Mean 5.49225 Adj R-sq 0.6355 C.V. 6.12414 The SAS System 70 16:22 Tuesday, March 17, 1998 Parameter Estimates Parameter Standard T for H0: Variable DF Estimate Error Parameter=0 INTERCEP 1 8.678552 1.79868778 4.825 LW 1 0.338767 0.02799706 12.100 LPOP 1 -2.355506 0.66252610 -3.555 LPOP2 1 0.267774 0.07705389 3.475 LPOP3 1 -0.009729 0.00291001 -3.343 PINTERG 1 -0.080061 0.00991450 -8.075 PINT2 1 0.002524 0.00036094 6.994 PINT3 1 -0.000022594 0.00000376 -6.004 LDENS 1 -0.050738 0.13806901 -0.367 LDENS2 1 -0.103158 0.03267789 -3.157 LDENS3 1 0.011627 0.00237202 4.902 LINCOME 1 0.175452 0.07038409 2.493 LGROWR 1 -0.016589 0.00641405 -2.586 Variable DF Prob > |T| INTERCEP 1 0.0001 LW 1 0.0001 LPOP 1 0.0004 LPOP2 1 0.0005 LPOP3 1 0.0009 PINTERG 1 0.0001 PINT2 1 0.0001 PINT3 1 0.0001 LDENS 1 0.7133 LDENS2 1 0.0016 LDENS3 1 0.0001 LINCOME 1 0.0129 LGROWR 1 0.0099 The SAS System 71 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 1 5.7557 5.7275 0.040 0.0282 0.334 2 5.8435 5.6597 0.039 0.1839 0.334 3 5.6971 5.3936 0.033 0.3035 0.335 4 6.1738 5.7125 0.046 0.4613 0.333 5 5.7071 5.4813 0.038 0.2258 0.334 6 5.2311 5.4779 0.028 -0.2467 0.335 7 5.3753 5.4420 0.031 -0.0667 0.335 8 6.3008 5.9305 0.034 0.3703 0.335 9 5.7333 5.5705 0.034 0.1628 0.335 10 4.0775 5.5061 0.035 -1.4286 0.335 11 5.9764 6.1891 0.051 -0.2127 0.332 12 5.9865 5.3576 0.031 0.6288 0.335 13 5.1059 5.4876 0.035 -0.3816 0.335 14 5.2983 5.2292 0.031 0.0691 0.335 15 5.0876 5.6678 0.048 -0.5802 0.333 16 5.5452 5.7254 0.033 -0.1802 0.335 17 5.4848 5.0653 0.023 0.4195 0.336 18 6.5468 6.6224 0.070 -0.0756 0.329 19 5.2470 5.5808 0.035 -0.3338 0.334 20 5.3230 5.4929 0.035 -0.1699 0.335 21 5.2364 4.9725 0.047 0.2640 0.333 22 5.6904 5.5139 0.031 0.1764 0.335 23 5.3279 5.2321 0.026 0.0958 0.335 24 5.1705 5.3208 0.019 -0.1503 0.336 25 5.7268 5.0469 0.043 0.6800 0.334 26 5.3033 5.1258 0.030 0.1775 0.335 27 5.9296 5.8644 0.044 0.0652 0.333 28 6.5751 6.0151 0.043 0.5599 0.334 29 5.3660 5.1287 0.021 0.2372 0.336 30 5.7961 5.4699 0.030 0.3262 0.335 31 5.5872 5.3928 0.026 0.1944 0.335 32 6.1312 5.5167 0.023 0.6145 0.336 33 5.3132 4.9881 0.021 0.3251 0.336 34 6.0868 5.9878 0.052 0.0989 0.332 The SAS System 72 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 35 4.8903 5.2210 0.019 -0.3307 0.336 36 6.2246 6.4469 0.061 -0.2224 0.331 37 5.2730 5.3504 0.020 -0.0774 0.336 38 5.3982 5.1389 0.027 0.2592 0.335 39 5.3375 5.0925 0.020 0.2451 0.336 40 5.4806 . . . . 41 5.2149 5.2950 0.029 -0.0800 0.335 42 5.1761 5.1561 0.030 0.0200 0.335 43 5.3033 4.9463 0.032 0.3570 0.335 44 5.0239 5.3822 0.082 -0.3583 0.326 45 4.9904 5.1588 0.028 -0.1684 0.335 46 5.4553 5.5254 0.045 -0.0700 0.333 47 5.3132 5.1831 0.021 0.1301 0.336 48 5.1120 5.1701 0.019 -0.0581 0.336 49 5.5797 4.9943 0.029 0.5854 0.335 50 5.9296 6.7069 0.043 -0.7773 0.334 51 4.9488 5.0085 0.023 -0.0598 0.336 52 5.4889 5.3317 0.044 0.1573 0.333 53 5.6168 5.4933 0.040 0.1235 0.334 54 5.2933 5.3194 0.030 -0.0261 0.335 55 4.8122 5.1162 0.036 -0.3041 0.334 56 5.5947 5.2610 0.027 0.3337 0.335 57 5.2679 5.4529 0.023 -0.1850 0.336 58 5.5722 5.7405 0.025 -0.1684 0.335 59 5.3613 5.0769 0.029 0.2844 0.335 60 4.9200 5.3115 0.023 -0.3915 0.336 61 5.8289 5.4352 0.024 0.3938 0.336 62 6.4568 6.0936 0.033 0.3632 0.335 63 6.1800 5.6325 0.031 0.5475 0.335 64 5.1358 5.7382 0.031 -0.6024 0.335 65 5.5413 5.0282 0.021 0.5130 0.336 66 5.2883 5.2597 0.018 0.0285 0.336 67 5.2883 5.1771 0.030 0.1112 0.335 68 5.5645 5.6124 0.029 -0.0479 0.335 The SAS System 73 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 69 5.2679 5.2971 0.027 -0.0293 0.335 70 5.4765 5.0403 0.031 0.4362 0.335 71 4.6540 5.4836 0.029 -0.8297 0.335 72 6.1506 5.8557 0.041 0.2949 0.334 73 5.5175 5.1724 0.023 0.3451 0.336 74 6.3117 5.8823 0.030 0.4294 0.335 75 5.5094 5.1827 0.025 0.3267 0.335 76 5.4337 5.6710 0.037 -0.2373 0.334 77 5.2781 5.1484 0.030 0.1297 0.335 78 6.0307 5.6032 0.034 0.4275 0.335 79 5.3230 5.2247 0.034 0.0983 0.335 80 4.5643 5.0055 0.030 -0.4411 0.335 81 5.0434 5.5378 0.033 -0.4944 0.335 82 5.4293 5.6235 0.049 -0.1942 0.333 83 5.7557 6.2281 0.056 -0.4723 0.332 84 4.9416 5.0086 0.020 -0.0670 0.336 85 4.6913 5.4245 0.022 -0.7332 0.336 86 4.4308 4.9624 0.033 -0.5316 0.335 87 5.3033 5.1593 0.023 0.1440 0.336 88 5.1874 5.2820 0.039 -0.0946 0.334 89 4.5433 5.1764 0.034 -0.6331 0.335 90 5.2364 5.3043 0.023 -0.0678 0.336 91 5.2204 5.2940 0.022 -0.0737 0.336 92 5.4765 5.5695 0.022 -0.0930 0.336 93 4.9558 4.8767 0.027 0.0791 0.335 94 4.8442 5.0349 0.032 -0.1907 0.335 95 4.9127 5.0602 0.030 -0.1475 0.335 96 4.6728 4.6940 0.039 -0.0212 0.334 97 5.7557 5.6889 0.023 0.0669 0.336 98 5.2311 5.2965 0.039 -0.0653 0.334 99 5.4510 5.4725 0.027 -0.0215 0.335 100 5.6168 5.4266 0.027 0.1901 0.335 101 5.6384 5.4174 0.027 0.2209 0.335 102 4.7449 5.4305 0.035 -0.6856 0.334 The SAS System 74 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 103 5.1761 5.1524 0.018 0.0238 0.336 104 5.3230 5.1784 0.026 0.1446 0.335 105 5.2204 5.1055 0.030 0.1148 0.335 106 5.3799 5.3039 0.019 0.0760 0.336 107 5.3279 5.1181 0.022 0.2098 0.336 108 5.5759 5.4169 0.025 0.1591 0.335 109 5.1417 5.1865 0.030 -0.0449 0.335 110 5.2311 5.0556 0.026 0.1755 0.335 111 5.5175 5.4430 0.030 0.0745 0.335 112 5.4638 5.9036 0.038 -0.4398 0.334 113 5.6131 5.8979 0.038 -0.2848 0.334 114 5.4116 5.1883 0.022 0.2234 0.336 115 5.1705 5.2317 0.062 -0.0612 0.331 116 5.1591 5.3047 0.019 -0.1457 0.336 117 5.3327 5.4759 0.039 -0.1432 0.334 118 5.5491 5.1822 0.028 0.3668 0.335 119 5.0434 5.0182 0.026 0.0252 0.335 120 5.1761 5.6326 0.046 -0.4565 0.333 121 5.0304 5.3067 0.023 -0.2762 0.336 122 5.4596 5.4602 0.042 -0.00065 0.334 123 5.8944 5.6287 0.030 0.2657 0.335 124 5.8021 5.3972 0.017 0.4049 0.336 125 5.1705 5.1599 0.022 0.0106 0.336 126 4.1897 5.0820 0.024 -0.8923 0.335 127 5.0106 5.0498 0.033 -0.0392 0.335 128 5.3519 5.2865 0.031 0.0654 0.335 129 5.4027 5.3075 0.025 0.0951 0.335 130 5.5984 5.5457 0.032 0.0528 0.335 131 5.1417 5.2778 0.030 -0.1362 0.335 132 5.5134 5.3706 0.026 0.1429 0.335 133 5.1533 5.5532 0.025 -0.3999 0.335 134 4.9273 4.9508 0.038 -0.0235 0.334 135 5.5175 5.2682 0.032 0.2492 0.335 136 5.1648 5.2084 0.026 -0.0436 0.335 The SAS System 75 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 137 5.2040 5.0600 0.029 0.1440 0.335 138 5.1180 5.1885 0.023 -0.0706 0.336 139 5.3279 5.2388 0.034 0.0891 0.335 140 5.2149 5.0621 0.025 0.1528 0.335 141 4.7095 5.0051 0.030 -0.2955 0.335 142 5.1417 5.0069 0.031 0.1347 0.335 143 5.3936 5.4501 0.021 -0.0564 0.336 144 4.7791 5.0849 0.025 -0.3057 0.335 145 5.0239 5.1654 0.020 -0.1416 0.336 146 4.8598 5.3367 0.018 -0.4769 0.336 147 5.5872 5.3966 0.025 0.1907 0.335 148 5.4250 5.2610 0.022 0.1640 0.336 149 5.7203 5.9055 0.054 -0.1852 0.332 150 4.9053 5.2637 0.027 -0.3584 0.335 151 5.3279 5.2718 0.025 0.0561 0.335 152 5.9532 5.6378 0.045 0.3155 0.333 153 5.9480 5.5559 0.023 0.3921 0.336 154 4.9698 5.4084 0.024 -0.4385 0.336 155 4.9904 5.0822 0.024 -0.0918 0.336 156 4.7185 5.1379 0.024 -0.4194 0.335 157 4.6444 5.2747 0.020 -0.6303 0.336 158 5.4205 5.3475 0.041 0.0730 0.334 159 5.2730 5.3245 0.027 -0.0515 0.335 160 5.3613 5.1957 0.020 0.1656 0.336 161 5.1648 5.2190 0.023 -0.0542 0.336 162 5.1180 5.3989 0.029 -0.2809 0.335 163 5.5215 5.4397 0.020 0.0818 0.336 164 5.4681 5.2915 0.025 0.1765 0.335 165 5.0434 5.0673 0.040 -0.0238 0.334 166 5.3982 5.3513 0.028 0.0469 0.335 167 5.2832 5.0701 0.025 0.2131 0.335 168 5.7991 5.8105 0.036 -0.0114 0.334 169 4.9345 5.5070 0.024 -0.5726 0.336 170 5.4027 5.0681 0.024 0.3346 0.336 The SAS System 76 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 171 5.9162 5.7840 0.033 0.1322 0.335 172 4.6151 5.6379 0.067 -1.0228 0.330 173 5.8551 5.6390 0.038 0.2161 0.334 174 5.1120 5.2819 0.037 -0.1700 0.334 175 5.2257 5.2088 0.031 0.0169 0.335 176 5.2781 5.2724 0.044 0.00576 0.334 177 5.4553 5.3297 0.038 0.1257 0.334 178 5.0173 4.8756 0.025 0.1416 0.335 179 5.5452 5.7618 0.028 -0.2167 0.335 180 5.8051 6.0287 0.036 -0.2236 0.334 181 5.3982 5.7069 0.032 -0.3087 0.335 182 5.4250 5.6077 0.027 -0.1828 0.335 183 4.9698 5.2266 0.019 -0.2568 0.336 184 4.9488 5.3027 0.035 -0.3540 0.335 185 5.4806 5.6970 0.029 -0.2163 0.335 186 5.4765 5.5595 0.024 -0.0830 0.336 187 5.6168 5.2166 0.044 0.4002 0.334 188 5.0999 5.4466 0.019 -0.3468 0.336 189 5.4681 5.5951 0.046 -0.1270 0.333 190 5.8721 5.9294 0.031 -0.0573 0.335 191 4.6821 5.1441 0.031 -0.4620 0.335 192 4.8978 5.2517 0.024 -0.3538 0.335 193 5.2311 5.4921 0.020 -0.2610 0.336 194 5.0370 4.9946 0.047 0.0423 0.333 195 5.0239 5.2928 0.027 -0.2689 0.335 196 5.8916 6.1480 0.034 -0.2564 0.335 197 5.1648 5.1738 0.028 -0.00903 0.335 198 5.4596 5.5151 0.035 -0.0555 0.335 199 5.6768 5.6194 0.026 0.0574 0.335 200 5.4424 5.2405 0.036 0.2019 0.334 201 5.0999 5.2445 0.026 -0.1446 0.335 202 4.7875 5.2788 0.018 -0.4913 0.336 203 5.3471 5.5594 0.030 -0.2123 0.335 204 5.0434 5.2328 0.028 -0.1894 0.335 The SAS System 77 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 205 5.2311 5.2225 0.026 0.00863 0.335 206 5.1874 5.1435 0.028 0.0439 0.335 207 5.4553 5.1882 0.025 0.2671 0.335 208 5.5797 5.5841 0.039 -0.00435 0.334 209 5.8551 5.6220 0.022 0.2331 0.336 210 5.4510 5.3942 0.018 0.0568 0.336 211 5.3660 5.0479 0.152 0.3181 0.300 212 6.1003 6.4023 0.040 -0.3020 0.334 213 6.3226 6.3135 0.034 0.00907 0.335 214 6.3333 6.3677 0.047 -0.0345 0.333 215 4.9698 5.2971 0.021 -0.3273 0.336 216 4.9836 5.7258 0.022 -0.7422 0.336 217 4.9127 5.8224 0.033 -0.9098 0.335 218 5.4250 5.6301 0.024 -0.2051 0.335 219 6.0497 5.9740 0.032 0.0758 0.335 220 5.7170 6.0452 0.039 -0.3282 0.334 221 6.0064 5.8233 0.028 0.1831 0.335 222 5.8319 5.7123 0.023 0.1196 0.336 223 5.4467 5.5124 0.021 -0.0657 0.336 224 5.5255 5.5009 0.021 0.0245 0.336 225 5.9764 6.0906 0.039 -0.1142 0.334 226 6.1225 5.9316 0.031 0.1909 0.335 227 7.4188 6.1930 0.066 1.2258 0.330 228 5.3660 6.3298 0.041 -0.9638 0.334 229 5.8608 6.1501 0.033 -0.2893 0.335 230 4.8520 5.6978 0.028 -0.8457 0.335 231 5.2417 5.6030 0.044 -0.3612 0.334 232 5.0752 5.2159 0.031 -0.1407 0.335 233 5.5872 5.5378 0.031 0.0494 0.335 234 5.1648 5.3556 0.024 -0.1908 0.336 235 5.7170 5.5970 0.037 0.1200 0.334 236 5.2040 5.4701 0.033 -0.2661 0.335 237 5.0876 5.3386 0.031 -0.2510 0.335 238 5.4293 5.4919 0.028 -0.0625 0.335 The SAS System 78 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 239 5.8051 5.7767 0.029 0.0285 0.335 240 5.4510 5.7612 0.027 -0.3101 0.335 241 5.6490 5.8134 0.033 -0.1644 0.335 242 5.6699 5.6912 0.028 -0.0213 0.335 243 5.2470 5.4431 0.024 -0.1961 0.335 244 5.8230 5.8141 0.042 0.00893 0.334 245 4.8203 5.2826 0.024 -0.4623 0.335 246 5.4161 5.5311 0.025 -0.1150 0.335 247 5.5053 5.7958 0.030 -0.2905 0.335 248 6.0234 5.6202 0.030 0.4032 0.335 249 5.0876 5.5878 0.032 -0.5002 0.335 250 5.7683 6.1084 0.051 -0.3401 0.332 251 5.0106 4.9946 0.027 0.0160 0.335 252 5.8749 5.4933 0.065 0.3817 0.330 253 5.4424 5.3019 0.032 0.1405 0.335 254 5.3613 5.1562 0.031 0.2051 0.335 255 5.7203 5.2434 0.035 0.4769 0.335 256 5.8171 5.8687 0.080 -0.0515 0.327 257 5.3936 5.3441 0.034 0.0495 0.335 258 5.5215 5.3463 0.028 0.1751 0.335 259 4.9972 4.8312 0.031 0.1660 0.335 260 4.9698 5.3135 0.021 -0.3437 0.336 261 5.6204 5.1658 0.024 0.4546 0.335 262 5.1533 5.2790 0.030 -0.1257 0.335 263 6.0137 5.3053 0.042 0.7084 0.334 264 5.4072 5.4482 0.034 -0.0410 0.335 265 5.7838 5.4565 0.040 0.3274 0.334 266 5.4250 5.1725 0.020 0.2525 0.336 267 5.5984 5.2957 0.034 0.3027 0.335 268 4.8675 4.9369 0.026 -0.0693 0.335 269 5.0689 5.2101 0.019 -0.1412 0.336 270 5.2417 5.6243 0.039 -0.3825 0.334 271 5.6348 5.4766 0.031 0.1582 0.335 272 5.2730 5.2912 0.027 -0.0182 0.335 The SAS System 79 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 273 6.0283 5.8508 0.094 0.1775 0.323 274 4.9698 5.1446 0.022 -0.1748 0.336 275 5.8749 5.8056 0.067 0.0693 0.330 276 5.7203 5.7472 0.076 -0.0269 0.328 277 5.9322 5.4709 0.030 0.4614 0.335 278 5.9661 6.0720 0.038 -0.1059 0.334 279 6.5309 5.9837 0.039 0.5472 0.334 280 5.8833 5.4504 0.024 0.4329 0.335 281 6.8533 6.8896 0.048 -0.0363 0.333 282 6.0331 5.8651 0.035 0.1680 0.335 283 6.9651 6.6959 0.053 0.2692 0.332 284 5.5134 5.2989 0.036 0.2145 0.334 285 7.8736 7.6720 0.097 0.2016 0.322 286 5.9865 5.9812 0.051 0.00528 0.332 287 7.3251 6.9159 0.083 0.4092 0.326 288 5.3706 5.5755 0.033 -0.2049 0.335 289 6.7593 6.5378 0.048 0.2215 0.333 290 6.1159 5.9855 0.036 0.1304 0.334 291 6.0426 5.9743 0.029 0.0683 0.335 292 5.8749 5.5560 0.027 0.3190 0.335 293 6.4846 5.9222 0.029 0.5624 0.335 294 5.1417 5.8117 0.032 -0.6700 0.335 295 5.3706 5.2468 0.052 0.1238 0.332 296 6.0936 6.2459 0.062 -0.1524 0.331 297 5.0689 5.3184 0.028 -0.2495 0.335 298 6.3261 6.0221 0.046 0.3040 0.333 299 5.5872 5.8979 0.057 -0.3106 0.331 300 5.6630 5.3872 0.023 0.2758 0.336 301 6.1738 5.8269 0.037 0.3469 0.334 302 5.5452 5.1799 0.034 0.3652 0.335 303 6.0355 5.7729 0.065 0.2625 0.330 304 7.2160 7.3617 0.088 -0.1457 0.325 305 5.1705 5.4040 0.057 -0.2335 0.331 306 6.3919 6.2922 0.049 0.0997 0.333 The SAS System 80 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 307 5.1475 5.0366 0.061 0.1109 0.331 308 4.8122 4.9698 0.027 -0.1576 0.335 309 6.8711 7.5703 0.079 -0.6992 0.327 310 6.3509 5.9375 0.047 0.4133 0.333 311 5.0304 5.0312 0.024 -0.00077 0.336 312 6.1759 6.2951 0.041 -0.1192 0.334 313 4.7449 5.1302 0.025 -0.3853 0.335 314 6.2916 6.0338 0.041 0.2578 0.334 315 5.5452 5.3505 0.024 0.1947 0.335 316 5.1240 5.3160 0.034 -0.1920 0.335 317 4.8363 5.3852 0.049 -0.5489 0.333 318 5.4467 . . . . 319 5.3891 5.3063 0.022 0.0828 0.336 320 4.9488 4.9772 0.025 -0.0284 0.335 321 6.2324 6.1815 0.035 0.0509 0.335 322 5.2364 5.1426 0.026 0.0939 0.335 323 5.4205 5.2779 0.029 0.1426 0.335 324 4.8752 5.2861 0.031 -0.4109 0.335 325 5.4072 5.2399 0.027 0.1673 0.335 326 5.2832 5.1903 0.026 0.0929 0.335 327 5.3327 5.0608 0.022 0.2719 0.336 328 5.2627 5.2598 0.028 0.00292 0.335 329 5.1818 5.2172 0.028 -0.0354 0.335 330 4.8752 5.1990 0.021 -0.3238 0.336 331 5.1120 5.1316 0.024 -0.0197 0.336 332 5.2983 5.1261 0.025 0.1722 0.335 333 5.0876 5.0793 0.024 0.00829 0.336 334 5.1985 5.0757 0.024 0.1228 0.335 335 5.6384 5.9499 0.036 -0.3116 0.334 336 5.0876 5.5222 0.031 -0.4346 0.335 337 5.3423 5.2870 0.032 0.0553 0.335 338 5.1299 5.3595 0.026 -0.2296 0.335 339 4.2905 5.0124 0.053 -0.7219 0.332 340 5.7333 5.7738 0.026 -0.0405 0.335 The SAS System 81 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 341 5.5683 5.5283 0.021 0.0401 0.336 342 5.8665 6.6668 0.091 -0.8003 0.324 343 6.5751 6.5729 0.061 0.00214 0.331 344 6.1377 6.3015 0.040 -0.1637 0.334 345 6.0186 6.5667 0.036 -0.5481 0.334 346 5.0876 5.3156 0.017 -0.2280 0.336 347 5.8944 5.4864 0.036 0.4080 0.334 348 6.5903 6.4004 0.053 0.1899 0.332 349 8.0974 7.4595 0.151 0.6379 0.300 350 7.2619 7.6723 0.096 -0.4104 0.322 351 6.3386 6.1619 0.044 0.1767 0.333 352 7.0139 6.5126 0.054 0.5013 0.332 353 7.6271 6.9599 0.052 0.6671 0.332 354 6.7923 7.0996 0.065 -0.3073 0.330 355 7.0884 7.2903 0.107 -0.2019 0.319 356 8.0206 8.2295 0.127 -0.2089 0.311 357 7.0309 6.7565 0.059 0.2743 0.331 358 5.0370 5.2274 0.035 -0.1904 0.335 359 5.5373 5.2629 0.027 0.2744 0.335 360 5.5683 5.7937 0.069 -0.2254 0.329 361 5.2983 5.2805 0.025 0.0178 0.335 362 4.5951 5.5768 0.041 -0.9817 0.334 363 4.3694 5.3501 0.033 -0.9807 0.335 364 5.2204 5.2632 0.033 -0.0428 0.335 365 5.3033 5.0968 0.036 0.2066 0.334 366 4.9972 5.4916 0.027 -0.4944 0.335 367 5.6058 5.5336 0.031 0.0722 0.335 368 6.7154 6.6950 0.097 0.0204 0.322 369 5.4596 5.5513 0.021 -0.0917 0.336 370 5.7930 5.5637 0.093 0.2293 0.323 371 5.7366 5.7542 0.039 -0.0176 0.334 372 5.5215 5.4272 0.033 0.0943 0.335 373 7.5601 7.2982 0.076 0.2619 0.328 374 4.9127 5.1649 0.028 -0.2523 0.335 The SAS System 82 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 375 5.0938 5.1082 0.019 -0.0144 0.336 376 5.7004 5.8659 0.052 -0.1654 0.332 377 5.5947 5.7067 0.043 -0.1120 0.334 378 5.1930 5.2558 0.023 -0.0628 0.336 379 5.9375 5.3357 0.044 0.6018 0.333 380 5.0173 5.3141 0.049 -0.2969 0.333 381 5.9454 5.7861 0.048 0.1594 0.333 382 5.6836 5.3709 0.120 0.3127 0.314 383 6.7358 5.8340 0.031 0.9018 0.335 384 5.5759 5.4155 0.021 0.1605 0.336 385 4.0254 4.5306 0.065 -0.5053 0.330 386 6.0450 5.4969 0.108 0.5481 0.318 387 5.9890 5.9450 0.028 0.0439 0.335 388 5.6490 5.7431 0.047 -0.0941 0.333 389 5.3613 5.1795 0.033 0.1818 0.335 390 5.3613 5.5321 0.029 -0.1708 0.335 391 5.8665 5.3754 0.030 0.4911 0.335 392 5.1874 5.2500 0.032 -0.0627 0.335 393 5.7038 5.4771 0.025 0.2266 0.335 394 5.1180 5.1187 0.032 -0.0007 0.335 395 5.2933 5.3062 0.037 -0.0129 0.334 396 6.4019 6.4721 0.106 -0.0702 0.319 397 5.6312 5.6606 0.042 -0.0294 0.334 398 5.1533 5.3883 0.022 -0.2350 0.336 399 5.5255 5.9366 0.042 -0.4111 0.334 400 5.2883 5.7329 0.030 -0.4447 0.335 401 6.1247 5.8492 0.036 0.2755 0.334 402 5.6802 5.6579 0.029 0.0223 0.335 403 4.9345 5.2516 0.024 -0.3171 0.335 404 4.9698 5.5185 0.022 -0.5486 0.336 405 5.6204 5.4364 0.029 0.1840 0.335 406 5.8377 5.7349 0.080 0.1028 0.327 407 5.3891 5.1276 0.023 0.2614 0.336 408 6.6053 6.7565 0.063 -0.1512 0.330 The SAS System 83 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 409 5.9402 6.2276 0.055 -0.2875 0.332 410 5.2417 5.6806 0.038 -0.4389 0.334 411 5.7071 5.6748 0.034 0.0323 0.335 412 5.3181 6.0844 0.042 -0.7663 0.334 413 4.6540 5.1831 0.018 -0.5291 0.336 414 4.8203 5.4202 0.035 -0.5999 0.334 415 5.5797 5.1890 0.026 0.3907 0.335 416 4.8442 5.6044 0.038 -0.7603 0.334 417 5.2040 4.7787 0.041 0.4253 0.334 418 5.3471 5.3431 0.047 0.00398 0.333 419 4.9200 5.2283 0.022 -0.3083 0.336 420 5.0626 5.1969 0.039 -0.1343 0.334 421 4.9345 5.2804 0.019 -0.3459 0.336 422 4.8520 5.4978 0.112 -0.6458 0.317 423 5.5175 5.2149 0.102 0.3025 0.321 424 6.0753 5.5259 0.028 0.5495 0.335 425 5.7991 5.1964 0.031 0.6027 0.335 426 5.6870 5.1939 0.037 0.4931 0.334 427 5.6168 5.1750 0.021 0.4418 0.336 428 5.4072 5.1137 0.028 0.2935 0.335 429 5.2364 5.1544 0.019 0.0820 0.336 430 5.5722 5.2753 0.026 0.2969 0.335 431 4.8752 5.4946 0.038 -0.6194 0.334 432 5.3423 5.5005 0.024 -0.1581 0.336 433 4.5433 5.1606 0.018 -0.6173 0.336 434 5.3845 5.1944 0.026 0.1901 0.335 435 5.4765 5.3012 0.028 0.1752 0.335 436 4.3307 5.2234 0.025 -0.8927 0.335 437 5.4848 5.3531 0.021 0.1317 0.336 438 4.7362 5.1812 0.019 -0.4450 0.336 439 5.2730 5.2237 0.027 0.0493 0.335 440 5.2311 5.1628 0.020 0.0683 0.336 441 5.4293 5.3840 0.020 0.0454 0.336 442 5.3181 5.1056 0.024 0.2125 0.335 The SAS System 84 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 443 5.2364 5.1126 0.020 0.1238 0.336 444 4.8040 5.1849 0.030 -0.3809 0.335 445 5.6419 5.8317 0.068 -0.1898 0.329 446 5.0999 5.1264 0.043 -0.0265 0.334 447 5.4889 5.0282 0.025 0.4607 0.335 448 5.4765 5.5975 0.063 -0.1210 0.330 449 5.4931 5.5058 0.059 -0.0127 0.331 450 5.0039 4.9091 0.031 0.0949 0.335 451 5.1059 5.3438 0.043 -0.2379 0.334 452 5.4848 5.7838 0.093 -0.2990 0.323 453 5.4381 5.3790 0.043 0.0591 0.334 454 5.4205 5.0349 0.032 0.3856 0.335 455 4.9416 5.1070 0.029 -0.1653 0.335 456 5.3613 5.2858 0.043 0.0755 0.334 457 4.8903 5.3880 0.047 -0.4976 0.333 458 5.4250 5.4708 0.051 -0.0459 0.333 459 5.1417 5.1913 0.032 -0.0496 0.335 460 5.8081 5.2501 0.034 0.5580 0.335 461 4.8675 5.1044 0.027 -0.2369 0.335 462 5.5255 5.2940 0.037 0.2315 0.334 463 5.6204 5.1422 0.027 0.4782 0.335 464 4.8978 5.1917 0.022 -0.2939 0.336 465 4.8363 5.3884 0.027 -0.5521 0.335 466 5.8051 5.4606 0.024 0.3445 0.336 467 5.6454 5.3031 0.019 0.3423 0.336 468 5.4072 5.4442 0.019 -0.0370 0.336 469 4.7875 5.2359 0.031 -0.4484 0.335 470 4.8520 5.0154 0.022 -0.1634 0.336 471 5.3566 5.2524 0.032 0.1042 0.335 472 5.3230 5.4059 0.035 -0.0829 0.335 473 4.5747 5.2980 0.047 -0.7233 0.333 474 5.5491 6.0970 0.171 -0.5480 0.289 475 5.8889 6.3379 0.107 -0.4490 0.319 476 5.2627 5.3770 0.033 -0.1143 0.335 The SAS System 85 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 477 5.7869 5.1118 0.030 0.6751 0.335 478 5.6419 5.5192 0.043 0.1227 0.334 479 5.4424 5.3952 0.050 0.0472 0.333 480 5.5984 5.3250 0.040 0.2734 0.334 481 5.2983 5.4461 0.069 -0.1477 0.329 482 5.4681 5.2639 0.031 0.2042 0.335 483 5.4116 5.3359 0.028 0.0757 0.335 484 5.3327 5.4357 0.037 -0.1030 0.334 485 6.1312 6.0888 0.070 0.0425 0.329 486 5.5797 5.3087 0.033 0.2711 0.335 487 5.0434 5.2789 0.027 -0.2355 0.335 488 5.3891 5.0830 0.026 0.3061 0.335 489 5.5984 5.1983 0.022 0.4001 0.336 490 5.5491 5.2942 0.028 0.2549 0.335 491 4.9904 5.4322 0.022 -0.4418 0.336 492 5.2627 5.0965 0.028 0.1662 0.335 493 4.7274 5.1402 0.024 -0.4128 0.335 494 5.2204 5.2699 0.028 -0.0495 0.335 495 5.6454 5.5664 0.028 0.0790 0.335 496 5.3471 4.9167 0.023 0.4304 0.336 497 5.8721 5.8965 0.036 -0.0244 0.334 498 5.7137 5.2432 0.029 0.4706 0.335 499 4.7791 5.0111 0.024 -0.2320 0.335 500 5.0562 5.1482 0.052 -0.0920 0.332 501 5.5645 5.2625 0.035 0.3020 0.334 502 5.4848 5.4755 0.031 0.00930 0.335 503 5.4806 5.0027 0.024 0.4780 0.335 504 5.5452 5.2854 0.022 0.2598 0.336 505 5.5373 5.5930 0.025 -0.0557 0.335 506 5.7236 5.4307 0.026 0.2928 0.335 507 5.3423 5.2042 0.019 0.1381 0.336 508 5.2204 5.0535 0.021 0.1669 0.336 509 5.2095 5.1383 0.036 0.0712 0.334 510 5.0938 5.0717 0.023 0.0220 0.336 The SAS System 86 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 511 5.6131 5.3807 0.024 0.2325 0.336 512 5.0239 4.9695 0.025 0.0544 0.335 513 5.8021 5.3709 0.072 0.4312 0.329 514 5.6664 5.2188 0.036 0.4476 0.334 515 4.8828 5.1819 0.035 -0.2991 0.335 516 4.7707 5.2760 0.046 -0.5054 0.333 517 5.7652 5.6866 0.037 0.0786 0.334 518 5.3753 5.2272 0.038 0.1481 0.334 519 5.3799 5.6380 0.031 -0.2581 0.335 520 5.7301 5.5109 0.069 0.2192 0.329 521 5.2149 5.1482 0.023 0.0667 0.336 522 4.9127 5.1619 0.038 -0.2492 0.334 523 5.4250 5.3508 0.038 0.0741 0.334 524 4.8040 5.2321 0.022 -0.4281 0.336 525 5.0106 5.2459 0.034 -0.2352 0.335 526 5.3327 5.1765 0.020 0.1562 0.336 527 5.2040 5.3044 0.036 -0.1004 0.334 528 5.2523 5.7991 0.077 -0.5469 0.327 529 5.3566 5.6195 0.031 -0.2630 0.335 530 5.6095 5.5678 0.024 0.0417 0.335 531 5.4116 5.4958 0.031 -0.0842 0.335 532 4.9416 5.0455 0.029 -0.1039 0.335 533 5.7807 5.3418 0.032 0.4390 0.335 534 5.6454 5.3897 0.024 0.2558 0.336 535 5.6454 5.3607 0.028 0.2848 0.335 536 5.5722 5.3312 0.022 0.2409 0.336 537 5.2627 5.2878 0.034 -0.0251 0.335 538 5.3083 5.4222 0.035 -0.1139 0.335 539 5.7170 5.5843 0.031 0.1327 0.335 540 5.3799 5.2044 0.020 0.1755 0.336 541 4.6913 4.9570 0.026 -0.2657 0.335 542 5.5947 5.4412 0.026 0.1535 0.335 543 5.0434 5.2137 0.025 -0.1703 0.335 544 5.5334 5.2899 0.021 0.2434 0.336 The SAS System 87 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 545 5.5053 5.4024 0.044 0.1029 0.333 546 6.1944 5.6923 0.031 0.5021 0.335 547 5.7900 5.3507 0.033 0.4392 0.335 548 5.1120 5.0739 0.030 0.0381 0.335 549 5.4723 5.5390 0.033 -0.0667 0.335 550 5.5530 5.5450 0.032 0.00798 0.335 551 5.6490 5.4680 0.027 0.1810 0.335 552 5.5984 5.3444 0.023 0.2540 0.336 553 5.0304 5.1328 0.030 -0.1024 0.335 554 5.1417 5.4570 0.029 -0.3153 0.335 555 5.4510 5.3468 0.026 0.1043 0.335 556 5.3132 5.3450 0.031 -0.0318 0.335 557 4.5951 4.7425 0.043 -0.1474 0.334 558 5.1985 5.2747 0.032 -0.0762 0.335 559 5.0689 5.4114 0.040 -0.3425 0.334 560 5.2679 5.4424 0.026 -0.1746 0.335 561 5.1930 5.1510 0.040 0.0419 0.334 562 5.9269 5.7634 0.036 0.1635 0.334 563 5.6168 5.5982 0.040 0.0185 0.334 564 6.8309 6.3304 0.062 0.5005 0.331 565 5.6937 5.5849 0.041 0.1088 0.334 566 5.4681 5.4529 0.049 0.0151 0.333 567 5.2627 5.3495 0.023 -0.0868 0.336 568 6.2265 5.9026 0.043 0.3240 0.334 569 5.9375 5.3907 0.028 0.5468 0.335 570 5.2311 5.3241 0.018 -0.0929 0.336 571 5.4723 5.0359 0.022 0.4364 0.336 572 4.8520 4.8818 0.023 -0.0298 0.336 573 5.2095 5.1116 0.024 0.0979 0.336 574 4.6634 5.0242 0.026 -0.3607 0.335 575 4.7185 4.8346 0.029 -0.1161 0.335 576 5.7071 5.3363 0.019 0.3708 0.336 577 5.3845 5.1360 0.023 0.2485 0.336 578 5.7746 5.2740 0.025 0.5006 0.335 The SAS System 88 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 579 6.4536 5.9778 0.045 0.4759 0.333 580 4.7707 5.0843 0.022 -0.3136 0.336 581 4.5643 4.8547 0.029 -0.2904 0.335 582 4.4998 4.9717 0.041 -0.4719 0.334 583 4.8363 4.9271 0.024 -0.0908 0.335 584 5.1930 5.0345 0.021 0.1585 0.336 585 5.4116 5.1136 0.062 0.2981 0.331 586 5.0562 4.9520 0.026 0.1043 0.335 587 6.2989 5.5042 0.033 0.7948 0.335 588 4.8598 4.7873 0.040 0.0725 0.334 589 4.6913 4.9150 0.024 -0.2236 0.336 590 5.0626 5.0734 0.031 -0.0108 0.335 591 6.2364 6.1480 0.047 0.0884 0.333 592 5.0304 5.1529 0.019 -0.1225 0.336 593 5.2883 5.3631 0.022 -0.0749 0.336 594 4.7449 5.0154 0.023 -0.2705 0.336 595 5.9243 5.8864 0.083 0.0378 0.326 596 5.1358 5.2256 0.023 -0.0898 0.336 597 4.9053 4.8144 0.027 0.0908 0.335 598 5.5134 5.1852 0.028 0.3282 0.335 599 5.6384 5.6677 0.026 -0.0293 0.335 600 5.6204 5.5910 0.022 0.0294 0.336 601 5.9428 5.9121 0.032 0.0307 0.335 602 6.3044 5.8872 0.054 0.4172 0.332 603 5.3660 5.3339 0.019 0.0321 0.336 604 5.2311 5.4036 0.024 -0.1725 0.336 605 5.0239 5.1846 0.018 -0.1607 0.336 606 5.4116 5.5508 0.021 -0.1391 0.336 607 5.3279 5.7423 0.053 -0.4145 0.332 608 5.1591 5.3778 0.018 -0.2188 0.336 609 5.3706 5.4902 0.021 -0.1195 0.336 610 5.6836 5.5736 0.019 0.1100 0.336 611 5.5984 5.1817 0.021 0.4167 0.336 612 5.0304 5.2970 0.020 -0.2665 0.336 The SAS System 89 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 613 5.7961 6.1369 0.061 -0.3408 0.331 614 5.6664 5.3777 0.021 0.2887 0.336 615 5.1533 5.4701 0.032 -0.3168 0.335 616 4.8363 5.6294 0.027 -0.7932 0.335 617 5.4972 5.6640 0.028 -0.1668 0.335 618 5.9610 5.6159 0.020 0.3451 0.336 619 4.8203 5.0930 0.019 -0.2727 0.336 620 5.9965 5.7664 0.029 0.2301 0.335 621 5.6021 5.2595 0.017 0.3426 0.336 622 5.8289 5.7257 0.033 0.1032 0.335 623 6.1181 5.7870 0.040 0.3311 0.334 624 5.6733 5.6026 0.031 0.0707 0.335 625 5.7071 5.6939 0.035 0.0132 0.335 626 6.3351 5.9545 0.041 0.3805 0.334 627 5.1240 5.5774 0.033 -0.4534 0.335 628 5.3375 5.5474 0.022 -0.2098 0.336 629 5.2832 5.3845 0.029 -0.1013 0.335 630 5.6870 5.5445 0.039 0.1425 0.334 631 5.5530 5.4278 0.023 0.1251 0.336 632 5.1475 5.4382 0.021 -0.2907 0.336 633 5.2933 5.3021 0.018 -0.00877 0.336 634 5.1705 5.1611 0.034 0.00940 0.335 635 5.7398 5.5279 0.020 0.2119 0.336 636 5.1930 5.1983 0.022 -0.00538 0.336 637 5.0689 5.1910 0.020 -0.1221 0.336 638 5.2627 5.4919 0.040 -0.2292 0.334 639 4.9127 5.1778 0.022 -0.2651 0.336 640 5.5373 5.2175 0.031 0.3198 0.335 641 5.1985 5.5326 0.023 -0.3341 0.336 642 6.3172 6.2202 0.060 0.0970 0.331 643 5.8021 5.7878 0.038 0.0143 0.334 644 6.3421 6.1132 0.049 0.2289 0.333 645 6.4297 5.8746 0.046 0.5552 0.333 646 6.0064 5.7174 0.031 0.2889 0.335 The SAS System 90 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 647 5.5759 5.4152 0.042 0.1607 0.334 648 4.7791 5.1745 0.034 -0.3954 0.335 649 7.5186 7.8123 0.160 -0.2937 0.296 650 6.4785 6.6387 0.046 -0.1602 0.333 651 6.5191 6.6137 0.059 -0.0945 0.331 652 5.4638 5.3367 0.027 0.1272 0.335 653 5.4765 5.1633 0.034 0.3132 0.335 654 6.1862 5.8170 0.033 0.3692 0.335 655 6.0426 6.1835 0.051 -0.1409 0.332 656 5.8861 5.3568 0.022 0.5293 0.336 657 4.8978 5.3405 0.023 -0.4427 0.336 658 5.6630 5.8855 0.027 -0.2225 0.335 659 5.8944 5.7183 0.026 0.1761 0.335 660 6.0868 6.2671 0.057 -0.1803 0.331 661 5.5607 5.2755 0.033 0.2852 0.335 662 5.5013 5.2504 0.036 0.2508 0.334 663 5.1874 5.2053 0.025 -0.0179 0.335 664 6.2246 5.7713 0.028 0.4533 0.335 665 6.2558 5.3742 0.033 0.8816 0.335 666 7.0767 5.7868 0.052 1.2899 0.332 667 5.6664 5.5587 0.020 0.1077 0.336 668 5.2933 5.1167 0.036 0.1767 0.334 669 5.4467 5.2850 0.021 0.1617 0.336 670 6.1985 5.7420 0.032 0.4565 0.335 671 6.9127 7.2066 0.058 -0.2939 0.331 672 5.4848 5.3177 0.023 0.1671 0.336 673 5.6276 5.7366 0.037 -0.1090 0.334 674 4.5218 5.4012 0.042 -0.8794 0.334 675 5.7104 5.5516 0.036 0.1588 0.334 676 5.6490 5.3355 0.035 0.3134 0.335 677 5.1874 5.2243 0.045 -0.0369 0.333 678 5.4889 5.6027 0.030 -0.1137 0.335 679 5.0999 5.2029 0.024 -0.1031 0.336 680 5.1358 5.2513 0.033 -0.1155 0.335 The SAS System 91 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 681 5.5530 5.3901 0.040 0.1629 0.334 682 5.4467 5.2669 0.022 0.1798 0.336 683 6.6412 6.5710 0.045 0.0702 0.333 684 6.0039 6.2421 0.052 -0.2382 0.332 685 5.5722 5.3583 0.020 0.2139 0.336 686 5.4931 5.2044 0.026 0.2886 0.335 687 6.1225 5.5981 0.027 0.5244 0.335 688 5.2883 5.4034 0.032 -0.1151 0.335 689 4.9053 5.0476 0.036 -0.1423 0.334 690 4.7185 5.0052 0.028 -0.2867 0.335 691 5.2523 5.2869 0.032 -0.0346 0.335 692 5.1180 4.9624 0.024 0.1556 0.335 693 5.7333 5.4866 0.020 0.2467 0.336 694 4.7622 5.2292 0.018 -0.4670 0.336 695 5.2364 5.1386 0.035 0.0979 0.335 696 5.2730 5.1635 0.072 0.1095 0.329 697 5.2883 5.0748 0.041 0.2135 0.334 698 5.1591 5.2476 0.029 -0.0886 0.335 699 5.4205 5.3254 0.035 0.0952 0.335 700 5.9108 5.6955 0.053 0.2153 0.332 701 4.6913 5.2716 0.027 -0.5802 0.335 702 5.8319 5.3770 0.040 0.4549 0.334 703 6.9315 6.2422 0.051 0.6893 0.333 704 5.9584 5.7066 0.024 0.2519 0.335 705 5.2983 5.1850 0.021 0.1133 0.336 706 4.2767 5.2434 0.022 -0.9668 0.336 707 6.3404 6.2306 0.050 0.1098 0.333 708 4.2195 4.9459 0.030 -0.7264 0.335 709 5.5910 5.5259 0.024 0.0651 0.336 710 6.0307 5.9711 0.028 0.0596 0.335 711 5.8319 5.6175 0.022 0.2144 0.336 712 5.1874 5.4401 0.019 -0.2527 0.336 713 5.2781 5.3688 0.023 -0.0906 0.336 714 4.4998 5.1312 0.024 -0.6314 0.335 The SAS System 92 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 715 5.3613 5.2489 0.017 0.1124 0.336 716 5.4596 5.4741 0.025 -0.0146 0.335 717 5.5645 5.8157 0.042 -0.2512 0.334 718 5.3083 5.3462 0.027 -0.0379 0.335 719 4.9488 5.4303 0.036 -0.4815 0.334 720 5.3845 5.3991 0.036 -0.0146 0.334 721 4.9345 5.1885 0.021 -0.2540 0.336 722 5.2257 5.3405 0.032 -0.1147 0.335 723 4.8363 5.5943 0.043 -0.7580 0.334 724 5.3083 5.1769 0.024 0.1314 0.336 725 5.1180 5.2728 0.021 -0.1548 0.336 726 5.5373 5.3656 0.026 0.1717 0.335 727 4.9972 5.4024 0.020 -0.4052 0.336 728 4.4773 5.3835 0.030 -0.9061 0.335 729 5.1761 . . . . 730 5.3936 5.4699 0.024 -0.0763 0.335 731 4.9836 5.4706 0.032 -0.4870 0.335 732 4.6634 5.0598 0.021 -0.3964 0.336 733 4.6052 5.4818 0.057 -0.8766 0.332 734 5.5722 5.4854 0.028 0.0867 0.335 735 4.7185 5.1564 0.022 -0.4379 0.336 736 4.4067 5.0990 0.030 -0.6923 0.335 737 4.5433 5.2317 0.029 -0.6884 0.335 738 5.0499 5.3263 0.027 -0.2764 0.335 739 4.6052 5.0446 0.035 -0.4394 0.335 740 5.9839 5.3349 0.034 0.6490 0.335 741 5.6454 5.4522 0.030 0.1932 0.335 742 5.0239 4.9475 0.030 0.0764 0.335 743 4.5951 5.5495 0.028 -0.9544 0.335 744 5.2311 5.1493 0.026 0.0818 0.335 745 5.5797 5.2905 0.020 0.2893 0.336 746 4.8283 5.2340 0.029 -0.4057 0.335 747 5.2257 5.1709 0.025 0.0548 0.335 748 5.2933 5.2467 0.025 0.0466 0.335 The SAS System 93 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 749 5.8111 5.5298 0.036 0.2813 0.334 750 5.7621 5.4069 0.024 0.3551 0.336 751 5.7038 5.6753 0.032 0.0285 0.335 752 5.4638 5.2279 0.031 0.2359 0.335 753 5.1299 5.2854 0.017 -0.1555 0.336 754 5.6419 5.4141 0.023 0.2278 0.336 755 5.6021 5.2810 0.025 0.3212 0.335 756 5.2781 5.3055 0.033 -0.0274 0.335 757 5.8230 5.3290 0.026 0.4940 0.335 758 5.5797 5.6272 0.024 -0.0474 0.336 759 6.0822 5.3600 0.024 0.7222 0.335 760 5.3799 5.2444 0.021 0.1355 0.336 761 5.9162 5.6155 0.038 0.3007 0.334 762 5.3181 5.1188 0.025 0.1994 0.335 763 5.5910 5.6942 0.026 -0.1032 0.335 764 4.9345 5.1386 0.025 -0.2041 0.335 765 5.5645 5.6556 0.039 -0.0911 0.334 766 6.4892 6.2342 0.053 0.2550 0.332 767 5.5607 5.3902 0.023 0.1705 0.336 768 5.4027 5.4071 0.028 -0.00442 0.335 769 5.6131 5.8936 0.085 -0.2805 0.325 770 5.6312 5.3551 0.182 0.2761 0.283 771 7.0049 6.0036 0.058 1.0013 0.331 772 5.8972 6.1685 0.091 -0.2713 0.324 773 5.7714 5.6043 0.129 0.1671 0.311 774 6.6241 5.6976 0.044 0.9264 0.333 775 7.0449 5.9837 0.065 1.0612 0.330 776 5.8522 6.0517 0.063 -0.1995 0.330 777 6.5497 5.8119 0.067 0.7378 0.330 778 6.4630 6.0091 0.046 0.4539 0.333 779 6.2186 5.7770 0.034 0.4416 0.335 780 5.6904 5.4331 0.021 0.2573 0.336 781 6.1159 5.7090 0.025 0.4069 0.335 782 5.6836 5.4550 0.048 0.2286 0.333 The SAS System 94 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 783 6.1247 5.6151 0.061 0.5096 0.331 784 6.7788 6.6207 0.049 0.1580 0.333 785 6.2916 5.8007 0.030 0.4909 0.335 786 5.9054 5.7296 0.029 0.1758 0.335 787 5.7333 5.4817 0.037 0.2517 0.334 788 6.4249 5.8484 0.034 0.5765 0.335 789 5.5797 5.5882 0.038 -0.00852 0.334 790 6.3026 5.9724 0.033 0.3302 0.335 791 5.8608 5.6947 0.035 0.1661 0.335 792 5.6348 5.7927 0.040 -0.1580 0.334 793 6.0890 6.0607 0.034 0.0284 0.335 794 4.9273 5.3206 0.046 -0.3934 0.333 795 5.2257 5.2866 0.024 -0.0609 0.335 796 5.2933 5.1964 0.034 0.0969 0.335 797 4.9628 5.1221 0.022 -0.1592 0.336 798 5.4972 5.2854 0.020 0.2118 0.336 799 4.8442 5.3345 0.045 -0.4903 0.333 800 5.3891 5.2215 0.025 0.1676 0.335 801 5.4972 5.2370 0.031 0.2602 0.335 802 5.1240 5.1447 0.038 -0.0207 0.334 803 5.4027 5.2169 0.021 0.1857 0.336 804 5.4205 5.2991 0.026 0.1215 0.335 805 5.1120 5.3528 0.037 -0.2408 0.334 806 5.0434 5.0343 0.022 0.00917 0.336 807 4.9698 5.2166 0.017 -0.2468 0.336 808 4.8752 5.4487 0.039 -0.5736 0.334 809 5.1930 5.4337 0.026 -0.2408 0.335 810 5.0876 5.0601 0.024 0.0275 0.336 811 4.6913 5.2096 0.025 -0.5182 0.335 812 6.9048 7.2014 0.064 -0.2966 0.330 813 5.2470 5.3642 0.024 -0.1172 0.336 814 5.4116 5.5324 0.026 -0.1207 0.335 815 7.7874 7.7811 0.082 0.00624 0.326 816 5.5491 5.4462 0.031 0.1028 0.335 The SAS System 95 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 817 6.1399 5.7114 0.061 0.4285 0.331 818 5.5175 5.5172 0.034 0.0003 0.335 819 5.4072 5.5356 0.026 -0.1285 0.335 820 5.6276 5.4629 0.029 0.1647 0.335 821 5.9322 5.6645 0.036 0.2678 0.334 822 6.0355 5.8483 0.031 0.1871 0.335 823 4.9904 5.0534 0.027 -0.0630 0.335 824 5.7268 5.6488 0.031 0.0781 0.335 825 5.3891 4.9722 0.037 0.4169 0.334 826 5.5134 5.3390 0.036 0.1745 0.334 827 6.3208 5.8190 0.040 0.5018 0.334 828 5.1930 5.1304 0.033 0.0625 0.335 829 6.1442 5.7264 0.040 0.4178 0.334 830 5.9269 5.5796 0.053 0.3473 0.332 831 6.0684 5.9820 0.046 0.0864 0.333 832 6.4968 6.4528 0.046 0.0439 0.333 833 5.8551 5.4777 0.034 0.3773 0.335 834 6.6846 6.6688 0.055 0.0158 0.332 835 6.3953 6.2944 0.044 0.1009 0.333 836 6.1841 6.2255 0.048 -0.0414 0.333 837 6.3117 6.0680 0.045 0.2437 0.333 838 5.7714 5.6452 0.025 0.1263 0.335 839 5.4806 5.6542 0.044 -0.1736 0.333 840 6.5221 6.3916 0.038 0.1305 0.334 841 6.4505 6.0086 0.035 0.4418 0.335 842 5.6836 5.2224 0.025 0.4612 0.335 843 5.2730 5.3153 0.018 -0.0423 0.336 844 5.4889 5.3467 0.017 0.1423 0.336 845 6.4085 6.6316 0.040 -0.2231 0.334 846 5.5413 5.5537 0.021 -0.0124 0.336 847 4.4427 5.2389 0.054 -0.7963 0.332 848 5.2149 5.4079 0.041 -0.1929 0.334 849 4.7005 5.1931 0.019 -0.4926 0.336 850 5.1648 5.3324 0.018 -0.1677 0.336 The SAS System 96 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 851 5.2204 5.4508 0.034 -0.2304 0.335 852 5.1240 5.2587 0.018 -0.1348 0.336 853 5.5013 5.4885 0.022 0.0128 0.336 854 5.4510 5.4543 0.024 -0.00322 0.335 855 4.6347 5.2656 0.021 -0.6308 0.336 856 6.5917 6.7256 0.070 -0.1339 0.329 857 5.1985 5.5853 0.025 -0.3868 0.335 858 5.1475 5.5947 0.020 -0.4472 0.336 859 4.8598 5.6637 0.022 -0.8039 0.336 860 4.8283 5.0717 0.023 -0.2434 0.336 861 5.1874 4.9742 0.029 0.2132 0.335 862 5.1475 5.4040 0.023 -0.2565 0.336 863 5.5607 5.4643 0.026 0.0964 0.335 864 5.4116 5.1852 0.018 0.2265 0.336 865 5.1059 5.1902 0.022 -0.0842 0.336 866 5.2149 5.0392 0.023 0.1757 0.336 867 5.2933 5.2889 0.024 0.00444 0.335 868 4.7622 5.0468 0.021 -0.2846 0.336 869 5.5134 5.1402 0.032 0.3732 0.335 870 5.3845 5.1648 0.028 0.2197 0.335 871 4.8203 5.2390 0.038 -0.4187 0.334 872 5.8201 5.1080 0.025 0.7121 0.335 873 5.2781 5.2769 0.022 0.00117 0.336 874 4.9200 5.1259 0.020 -0.2059 0.336 875 6.4281 5.8634 0.050 0.5647 0.333 876 6.0981 5.8796 0.045 0.2184 0.333 877 6.4473 6.4989 0.166 -0.0516 0.292 878 6.1903 6.3168 0.068 -0.1265 0.329 879 5.9480 5.8184 0.048 0.1297 0.333 880 6.0039 6.0045 0.041 -0.00065 0.334 881 6.4583 6.1455 0.063 0.3128 0.330 882 6.7581 6.0789 0.058 0.6792 0.331 883 6.6821 6.0561 0.052 0.6260 0.332 884 6.1115 5.6808 0.105 0.4306 0.320 The SAS System 97 16:22 Tuesday, March 17, 1998 Dep Var Predict Std Err Std Err Obs LEX Value Predict Residual Residual 885 6.5221 5.9541 0.070 0.5680 0.329 886 5.8749 5.7291 0.037 0.1458 0.334 887 6.1654 5.8215 0.035 0.3439 0.334 888 4.7707 5.1903 0.021 -0.4197 0.336 889 3.9703 4.2441 0.092 -0.2738 0.324 890 5.2417 5.2117 0.022 0.0301 0.336 891 4.9558 5.3055 0.018 -0.3496 0.336 892 5.5413 5.1973 0.027 0.3440 0.335 893 5.6021 5.2649 0.027 0.3372 0.335 894 5.1059 5.3298 0.023 -0.2239 0.336 895 5.9814 5.4665 0.048 0.5150 0.333 896 5.2040 5.2860 0.032 -0.0820 0.335 897 5.7526 . . . . 898 5.8777 5.3788 0.021 0.4989 0.336 899 5.0876 5.5437 0.030 -0.4561 0.335 900 5.5134 5.4207 0.027 0.0927 0.335 901 5.3279 5.2513 0.027 0.0765 0.335 902 4.7362 5.2393 0.021 -0.5031 0.336 903 6.0730 5.6464 0.039 0.4267 0.334 904 5.8522 5.6999 0.025 0.1523 0.335 905 5.0304 5.2034 0.019 -0.1729 0.336 906 5.6204 5.4236 0.024 0.1968 0.335 907 5.1120 5.4989 0.031 -0.3869 0.335 908 6.0307 5.5199 0.023 0.5108 0.336 909 4.4659 5.4539 0.025 -0.9880 0.335 910 5.3181 5.1381 0.020 0.1801 0.336 911 4.8203 5.2616 0.025 -0.4413 0.335 912 5.6836 5.7675 0.050 -0.0839 0.333 913 . 5.9708 0.046 . . 914 . 6.0621 0.041 . . The SAS System 98 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 1 0.084 | | | 0.000 2 0.550 | |* | 0.000 3 0.907 | |* | 0.001 4 1.385 | |** | 0.003 5 0.676 | |* | 0.000 6 -0.736 | *| | 0.000 7 -0.199 | | | 0.000 8 1.107 | |** | 0.001 9 0.487 | | | 0.000 10 -4.270 |******| | 0.015 11 -0.640 | *| | 0.001 12 1.878 | |*** | 0.002 13 -1.141 | **| | 0.001 14 0.206 | | | 0.000 15 -1.743 | ***| | 0.005 16 -0.538 | *| | 0.000 17 1.250 | |** | 0.001 18 -0.230 | | | 0.000 19 -0.998 | *| | 0.001 20 -0.508 | *| | 0.000 21 0.792 | |* | 0.001 22 0.527 | |* | 0.000 23 0.286 | | | 0.000 24 -0.448 | | | 0.000 25 2.039 | |**** | 0.005 26 0.530 | |* | 0.000 27 0.196 | | | 0.000 28 1.678 | |*** | 0.004 29 0.707 | |* | 0.000 30 0.974 | |* | 0.001 31 0.580 | |* | 0.000 32 1.831 | |*** | 0.001 33 0.968 | |* | 0.000 34 0.298 | | | 0.000 The SAS System 99 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 35 -0.985 | *| | 0.000 36 -0.672 | *| | 0.001 37 -0.231 | | | 0.000 38 0.773 | |* | 0.000 39 0.730 | |* | 0.000 40 . . 41 -0.239 | | | 0.000 42 0.060 | | | 0.000 43 1.066 | |** | 0.001 44 -1.099 | **| | 0.006 45 -0.502 | *| | 0.000 46 -0.210 | | | 0.000 47 0.388 | | | 0.000 48 -0.173 | | | 0.000 49 1.747 | |*** | 0.002 50 -2.330 | ****| | 0.007 51 -0.178 | | | 0.000 52 0.472 | | | 0.000 53 0.370 | | | 0.000 54 -0.078 | | | 0.000 55 -0.909 | *| | 0.001 56 0.995 | |* | 0.001 57 -0.551 | *| | 0.000 58 -0.502 | *| | 0.000 59 0.849 | |* | 0.000 60 -1.167 | **| | 0.000 61 1.174 | |** | 0.001 62 1.085 | |** | 0.001 63 1.635 | |*** | 0.002 64 -1.799 | ***| | 0.002 65 1.528 | |*** | 0.001 66 0.085 | | | 0.000 67 0.332 | | | 0.000 68 -0.143 | | | 0.000 The SAS System 100 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 69 -0.087 | | | 0.000 70 1.302 | |** | 0.001 71 -2.476 | ****| | 0.003 72 0.883 | |* | 0.001 73 1.028 | |** | 0.000 74 1.282 | |** | 0.001 75 0.974 | |* | 0.000 76 -0.710 | *| | 0.000 77 0.387 | | | 0.000 78 1.277 | |** | 0.001 79 0.294 | | | 0.000 80 -1.317 | **| | 0.001 81 -1.477 | **| | 0.002 82 -0.584 | *| | 0.001 83 -1.424 | **| | 0.005 84 -0.200 | | | 0.000 85 -2.185 | ****| | 0.002 86 -1.588 | ***| | 0.002 87 0.429 | | | 0.000 88 -0.283 | | | 0.000 89 -1.892 | ***| | 0.003 90 -0.202 | | | 0.000 91 -0.220 | | | 0.000 92 -0.277 | | | 0.000 93 0.236 | | | 0.000 94 -0.570 | *| | 0.000 95 -0.440 | | | 0.000 96 -0.063 | | | 0.000 97 0.199 | | | 0.000 98 -0.196 | | | 0.000 99 -0.064 | | | 0.000 100 0.567 | |* | 0.000 101 0.659 | |* | 0.000 102 -2.050 | ****| | 0.004 The SAS System 101 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 103 0.071 | | | 0.000 104 0.431 | | | 0.000 105 0.343 | | | 0.000 106 0.226 | | | 0.000 107 0.625 | |* | 0.000 108 0.474 | | | 0.000 109 -0.134 | | | 0.000 110 0.523 | |* | 0.000 111 0.222 | | | 0.000 112 -1.316 | **| | 0.002 113 -0.852 | *| | 0.001 114 0.666 | |* | 0.000 115 -0.185 | | | 0.000 116 -0.434 | | | 0.000 117 -0.429 | | | 0.000 118 1.095 | |** | 0.001 119 0.075 | | | 0.000 120 -1.370 | **| | 0.003 121 -0.823 | *| | 0.000 122 -0.002 | | | 0.000 123 0.793 | |* | 0.000 124 1.206 | |** | 0.000 125 0.032 | | | 0.000 126 -2.660 | *****| | 0.003 127 -0.117 | | | 0.000 128 0.195 | | | 0.000 129 0.284 | | | 0.000 130 0.158 | | | 0.000 131 -0.406 | | | 0.000 132 0.426 | | | 0.000 133 -1.192 | **| | 0.001 134 -0.070 | | | 0.000 135 0.744 | |* | 0.000 136 -0.130 | | | 0.000 The SAS System 102 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 137 0.430 | | | 0.000 138 -0.210 | | | 0.000 139 0.266 | | | 0.000 140 0.456 | | | 0.000 141 -0.882 | *| | 0.000 142 0.402 | | | 0.000 143 -0.168 | | | 0.000 144 -0.912 | *| | 0.000 145 -0.422 | | | 0.000 146 -1.420 | **| | 0.000 147 0.568 | |* | 0.000 148 0.489 | | | 0.000 149 -0.558 | *| | 0.001 150 -1.069 | **| | 0.001 151 0.167 | | | 0.000 152 0.946 | |* | 0.001 153 1.169 | |** | 0.000 154 -1.307 | **| | 0.001 155 -0.274 | | | 0.000 156 -1.250 | **| | 0.001 157 -1.877 | ***| | 0.001 158 0.219 | | | 0.000 159 -0.154 | | | 0.000 160 0.493 | | | 0.000 161 -0.162 | | | 0.000 162 -0.838 | *| | 0.000 163 0.244 | | | 0.000 164 0.526 | |* | 0.000 165 -0.071 | | | 0.000 166 0.140 | | | 0.000 167 0.635 | |* | 0.000 168 -0.034 | | | 0.000 169 -1.706 | ***| | 0.001 170 0.997 | |* | 0.000 The SAS System 103 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 171 0.395 | | | 0.000 172 -3.103 |******| | 0.030 173 0.646 | |* | 0.000 174 -0.508 | *| | 0.000 175 0.051 | | | 0.000 176 0.017 | | | 0.000 177 0.376 | | | 0.000 178 0.422 | | | 0.000 179 -0.646 | *| | 0.000 180 -0.669 | *| | 0.000 181 -0.922 | *| | 0.001 182 -0.545 | *| | 0.000 183 -0.765 | *| | 0.000 184 -1.058 | **| | 0.001 185 -0.646 | *| | 0.000 186 -0.247 | | | 0.000 187 1.200 | |** | 0.002 188 -1.033 | **| | 0.000 189 -0.381 | | | 0.000 190 -0.171 | | | 0.000 191 -1.379 | **| | 0.001 192 -1.055 | **| | 0.000 193 -0.777 | *| | 0.000 194 0.127 | | | 0.000 195 -0.802 | *| | 0.000 196 -0.766 | *| | 0.000 197 -0.027 | | | 0.000 198 -0.166 | | | 0.000 199 0.171 | | | 0.000 200 0.604 | |* | 0.000 201 -0.431 | | | 0.000 202 -1.463 | **| | 0.000 203 -0.634 | *| | 0.000 204 -0.565 | *| | 0.000 The SAS System 104 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 205 0.026 | | | 0.000 206 0.131 | | | 0.000 207 0.796 | |* | 0.000 208 -0.013 | | | 0.000 209 0.695 | |* | 0.000 210 0.169 | | | 0.000 211 1.060 | |** | 0.022 212 -0.904 | *| | 0.001 213 0.027 | | | 0.000 214 -0.103 | | | 0.000 215 -0.975 | *| | 0.000 216 -2.212 | ****| | 0.002 217 -2.718 | *****| | 0.006 218 -0.612 | *| | 0.000 219 0.226 | | | 0.000 220 -0.982 | *| | 0.001 221 0.546 | |* | 0.000 222 0.356 | | | 0.000 223 -0.196 | | | 0.000 224 0.073 | | | 0.000 225 -0.342 | | | 0.000 226 0.570 | |* | 0.000 227 3.717 | |******| 0.043 228 -2.887 | *****| | 0.010 229 -0.864 | *| | 0.001 230 -2.523 | *****| | 0.003 231 -1.083 | **| | 0.002 232 -0.420 | | | 0.000 233 0.148 | | | 0.000 234 -0.569 | *| | 0.000 235 0.359 | | | 0.000 236 -0.795 | *| | 0.000 237 -0.749 | *| | 0.000 238 -0.186 | | | 0.000 The SAS System 105 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 239 0.085 | | | 0.000 240 -0.925 | *| | 0.000 241 -0.491 | | | 0.000 242 -0.064 | | | 0.000 243 -0.584 | *| | 0.000 244 0.027 | | | 0.000 245 -1.378 | **| | 0.001 246 -0.343 | | | 0.000 247 -0.867 | *| | 0.000 248 1.204 | |** | 0.001 249 -1.494 | **| | 0.002 250 -1.023 | **| | 0.002 251 0.048 | | | 0.000 252 1.157 | |** | 0.004 253 0.420 | | | 0.000 254 0.612 | |* | 0.000 255 1.426 | |** | 0.002 256 -0.158 | | | 0.000 257 0.148 | | | 0.000 258 0.523 | |* | 0.000 259 0.496 | | | 0.000 260 -1.024 | **| | 0.000 261 1.355 | |** | 0.001 262 -0.375 | | | 0.000 263 2.122 | |**** | 0.005 264 -0.123 | | | 0.000 265 0.980 | |* | 0.001 266 0.752 | |* | 0.000 267 0.905 | |* | 0.001 268 -0.207 | | | 0.000 269 -0.420 | | | 0.000 270 -1.145 | **| | 0.001 271 0.473 | | | 0.000 272 -0.054 | | | 0.000 The SAS System 106 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 273 0.549 | |* | 0.002 274 -0.521 | *| | 0.000 275 0.210 | | | 0.000 276 -0.082 | | | 0.000 277 1.377 | |** | 0.001 278 -0.317 | | | 0.000 279 1.638 | |*** | 0.003 280 1.290 | |** | 0.001 281 -0.109 | | | 0.000 282 0.502 | |* | 0.000 283 0.810 | |* | 0.001 284 0.641 | |* | 0.000 285 0.626 | |* | 0.003 286 0.016 | | | 0.000 287 1.256 | |** | 0.008 288 -0.612 | *| | 0.000 289 0.665 | |* | 0.001 290 0.390 | | | 0.000 291 0.204 | | | 0.000 292 0.951 | |* | 0.000 293 1.678 | |*** | 0.002 294 -2.001 | ****| | 0.003 295 0.373 | | | 0.000 296 -0.461 | | | 0.001 297 -0.745 | *| | 0.000 298 0.912 | |* | 0.001 299 -0.937 | *| | 0.002 300 0.822 | |* | 0.000 301 1.038 | |** | 0.001 302 1.092 | |** | 0.001 303 0.795 | |* | 0.002 304 -0.449 | | | 0.001 305 -0.705 | *| | 0.001 306 0.300 | | | 0.000 The SAS System 107 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 307 0.335 | | | 0.000 308 -0.470 | | | 0.000 309 -2.139 | ****| | 0.021 310 1.241 | |** | 0.002 311 -0.002 | | | 0.000 312 -0.357 | | | 0.000 313 -1.149 | **| | 0.001 314 0.772 | |* | 0.001 315 0.580 | |* | 0.000 316 -0.574 | *| | 0.000 317 -1.650 | ***| | 0.005 318 . . 319 0.247 | | | 0.000 320 -0.085 | | | 0.000 321 0.152 | | | 0.000 322 0.280 | | | 0.000 323 0.426 | | | 0.000 324 -1.227 | **| | 0.001 325 0.499 | | | 0.000 326 0.277 | | | 0.000 327 0.810 | |* | 0.000 328 0.009 | | | 0.000 329 -0.106 | | | 0.000 330 -0.965 | *| | 0.000 331 -0.059 | | | 0.000 332 0.513 | |* | 0.000 333 0.025 | | | 0.000 334 0.366 | | | 0.000 335 -0.932 | *| | 0.001 336 -1.297 | **| | 0.001 337 0.165 | | | 0.000 338 -0.685 | *| | 0.000 339 -2.173 | ****| | 0.009 340 -0.121 | | | 0.000 The SAS System 108 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 341 0.119 | | | 0.000 342 -2.471 | ****| | 0.037 343 0.006 | | | 0.000 344 -0.490 | | | 0.000 345 -1.639 | ***| | 0.002 346 -0.679 | *| | 0.000 347 1.220 | |** | 0.001 348 0.572 | |* | 0.001 349 2.123 | |**** | 0.088 350 -1.273 | **| | 0.011 351 0.530 | |* | 0.000 352 1.510 | |*** | 0.005 353 2.008 | |**** | 0.008 354 -0.931 | *| | 0.003 355 -0.633 | *| | 0.003 356 -0.671 | *| | 0.006 357 0.829 | |* | 0.002 358 -0.569 | *| | 0.000 359 0.819 | |* | 0.000 360 -0.685 | *| | 0.002 361 0.053 | | | 0.000 362 -2.940 | *****| | 0.010 363 -2.929 | *****| | 0.006 364 -0.128 | | | 0.000 365 0.618 | |* | 0.000 366 -1.475 | **| | 0.001 367 0.215 | | | 0.000 368 0.063 | | | 0.000 369 -0.273 | | | 0.000 370 0.709 | |* | 0.003 371 -0.053 | | | 0.000 372 0.282 | | | 0.000 373 0.799 | |* | 0.003 374 -0.753 | *| | 0.000 The SAS System 109 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 375 -0.043 | | | 0.000 376 -0.498 | | | 0.000 377 -0.336 | | | 0.000 378 -0.187 | | | 0.000 379 1.805 | |*** | 0.004 380 -0.892 | *| | 0.001 381 0.479 | | | 0.000 382 0.995 | |* | 0.011 383 2.692 | |***** | 0.005 384 0.478 | | | 0.000 385 -1.531 | ***| | 0.007 386 1.721 | |*** | 0.026 387 0.131 | | | 0.000 388 -0.282 | | | 0.000 389 0.543 | |* | 0.000 390 -0.510 | *| | 0.000 391 1.466 | |** | 0.001 392 -0.187 | | | 0.000 393 0.676 | |* | 0.000 394 -0.002 | | | 0.000 395 -0.039 | | | 0.000 396 -0.220 | | | 0.000 397 -0.088 | | | 0.000 398 -0.700 | *| | 0.000 399 -1.232 | **| | 0.002 400 -1.327 | **| | 0.001 401 0.824 | |* | 0.001 402 0.066 | | | 0.000 403 -0.945 | *| | 0.000 404 -1.635 | ***| | 0.001 405 0.549 | |* | 0.000 406 0.315 | | | 0.000 407 0.779 | |* | 0.000 408 -0.458 | | | 0.001 The SAS System 110 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 409 -0.866 | *| | 0.002 410 -1.313 | **| | 0.002 411 0.097 | | | 0.000 412 -2.296 | ****| | 0.006 413 -1.575 | ***| | 0.001 414 -1.794 | ***| | 0.003 415 1.165 | |** | 0.001 416 -2.275 | ****| | 0.005 417 1.274 | |** | 0.002 418 0.012 | | | 0.000 419 -0.919 | *| | 0.000 420 -0.402 | | | 0.000 421 -1.030 | **| | 0.000 422 -2.036 | ****| | 0.040 423 0.944 | |* | 0.007 424 1.639 | |*** | 0.001 425 1.800 | |*** | 0.002 426 1.475 | |** | 0.002 427 1.316 | |** | 0.000 428 0.876 | |* | 0.000 429 0.244 | | | 0.000 430 0.885 | |* | 0.000 431 -1.853 | ***| | 0.003 432 -0.471 | | | 0.000 433 -1.838 | ***| | 0.001 434 0.567 | |* | 0.000 435 0.523 | |* | 0.000 436 -2.661 | *****| | 0.003 437 0.392 | | | 0.000 438 -1.325 | **| | 0.000 439 0.147 | | | 0.000 440 0.203 | | | 0.000 441 0.135 | | | 0.000 442 0.633 | |* | 0.000 The SAS System 111 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 443 0.369 | | | 0.000 444 -1.137 | **| | 0.001 445 -0.576 | *| | 0.001 446 -0.079 | | | 0.000 447 1.373 | |** | 0.001 448 -0.366 | | | 0.000 449 -0.038 | | | 0.000 450 0.283 | | | 0.000 451 -0.713 | *| | 0.001 452 -0.925 | *| | 0.005 453 0.177 | | | 0.000 454 1.151 | |** | 0.001 455 -0.493 | | | 0.000 456 0.226 | | | 0.000 457 -1.494 | **| | 0.003 458 -0.138 | | | 0.000 459 -0.148 | | | 0.000 460 1.668 | |*** | 0.002 461 -0.706 | *| | 0.000 462 0.693 | |* | 0.000 463 1.427 | |** | 0.001 464 -0.876 | *| | 0.000 465 -1.647 | ***| | 0.001 466 1.027 | |** | 0.000 467 1.019 | |** | 0.000 468 -0.110 | | | 0.000 469 -1.339 | **| | 0.001 470 -0.487 | | | 0.000 471 0.311 | | | 0.000 472 -0.248 | | | 0.000 473 -2.172 | ****| | 0.007 474 -1.893 | ***| | 0.097 475 -1.407 | **| | 0.017 476 -0.342 | | | 0.000 The SAS System 112 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 477 2.015 | |**** | 0.002 478 0.368 | | | 0.000 479 0.142 | | | 0.000 480 0.819 | |* | 0.001 481 -0.449 | | | 0.001 482 0.610 | |* | 0.000 483 0.226 | | | 0.000 484 -0.308 | | | 0.000 485 0.129 | | | 0.000 486 0.810 | |* | 0.000 487 -0.702 | *| | 0.000 488 0.913 | |* | 0.000 489 1.192 | |** | 0.000 490 0.760 | |* | 0.000 491 -1.316 | **| | 0.001 492 0.496 | | | 0.000 493 -1.230 | **| | 0.001 494 -0.148 | | | 0.000 495 0.236 | | | 0.000 496 1.283 | |** | 0.001 497 -0.073 | | | 0.000 498 1.404 | |** | 0.001 499 -0.691 | *| | 0.000 500 -0.277 | | | 0.000 501 0.903 | |* | 0.001 502 0.028 | | | 0.000 503 1.425 | |** | 0.001 504 0.774 | |* | 0.000 505 -0.166 | | | 0.000 506 0.873 | |* | 0.000 507 0.411 | | | 0.000 508 0.497 | | | 0.000 509 0.213 | | | 0.000 510 0.066 | | | 0.000 The SAS System 113 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 511 0.693 | |* | 0.000 512 0.162 | | | 0.000 513 1.312 | |** | 0.006 514 1.339 | |** | 0.002 515 -0.894 | *| | 0.001 516 -1.517 | ***| | 0.003 517 0.235 | | | 0.000 518 0.443 | | | 0.000 519 -0.771 | *| | 0.000 520 0.666 | |* | 0.001 521 0.199 | | | 0.000 522 -0.746 | *| | 0.001 523 0.222 | | | 0.000 524 -1.275 | **| | 0.001 525 -0.703 | *| | 0.000 526 0.465 | | | 0.000 527 -0.300 | | | 0.000 528 -1.671 | ***| | 0.012 529 -0.785 | *| | 0.000 530 0.124 | | | 0.000 531 -0.251 | | | 0.000 532 -0.310 | | | 0.000 533 1.311 | |** | 0.001 534 0.762 | |* | 0.000 535 0.850 | |* | 0.000 536 0.718 | |* | 0.000 537 -0.075 | | | 0.000 538 -0.341 | | | 0.000 539 0.396 | | | 0.000 540 0.523 | |* | 0.000 541 -0.792 | *| | 0.000 542 0.458 | | | 0.000 543 -0.508 | *| | 0.000 544 0.725 | |* | 0.000 The SAS System 114 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 545 0.309 | | | 0.000 546 1.499 | |** | 0.001 547 1.312 | |** | 0.001 548 0.114 | | | 0.000 549 -0.199 | | | 0.000 550 0.024 | | | 0.000 551 0.540 | |* | 0.000 552 0.757 | |* | 0.000 553 -0.306 | | | 0.000 554 -0.941 | *| | 0.001 555 0.311 | | | 0.000 556 -0.095 | | | 0.000 557 -0.442 | | | 0.000 558 -0.228 | | | 0.000 559 -1.026 | **| | 0.001 560 -0.521 | *| | 0.000 561 0.126 | | | 0.000 562 0.489 | | | 0.000 563 0.055 | | | 0.000 564 1.514 | |*** | 0.006 565 0.326 | | | 0.000 566 0.046 | | | 0.000 567 -0.259 | | | 0.000 568 0.971 | |* | 0.001 569 1.632 | |*** | 0.001 570 -0.277 | | | 0.000 571 1.300 | |** | 0.001 572 -0.089 | | | 0.000 573 0.292 | | | 0.000 574 -1.076 | **| | 0.001 575 -0.346 | | | 0.000 576 1.104 | |** | 0.000 577 0.741 | |* | 0.000 578 1.492 | |** | 0.001 The SAS System 115 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 579 1.428 | |** | 0.003 580 -0.934 | *| | 0.000 581 -0.867 | *| | 0.000 582 -1.413 | **| | 0.002 583 -0.271 | | | 0.000 584 0.472 | | | 0.000 585 0.901 | |* | 0.002 586 0.311 | | | 0.000 587 2.375 | |**** | 0.004 588 0.217 | | | 0.000 589 -0.667 | *| | 0.000 590 -0.032 | | | 0.000 591 0.265 | | | 0.000 592 -0.365 | | | 0.000 593 -0.223 | | | 0.000 594 -0.806 | *| | 0.000 595 0.116 | | | 0.000 596 -0.268 | | | 0.000 597 0.271 | | | 0.000 598 0.979 | |* | 0.001 599 -0.088 | | | 0.000 600 0.088 | | | 0.000 601 0.092 | | | 0.000 602 1.257 | |** | 0.003 603 0.096 | | | 0.000 604 -0.514 | *| | 0.000 605 -0.479 | | | 0.000 606 -0.414 | | | 0.000 607 -1.248 | **| | 0.003 608 -0.651 | *| | 0.000 609 -0.356 | | | 0.000 610 0.327 | | | 0.000 611 1.241 | |** | 0.000 612 -0.794 | *| | 0.000 The SAS System 116 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 613 -1.030 | **| | 0.003 614 0.860 | |* | 0.000 615 -0.946 | *| | 0.001 616 -2.366 | ****| | 0.003 617 -0.498 | | | 0.000 618 1.028 | |** | 0.000 619 -0.812 | *| | 0.000 620 0.687 | |* | 0.000 621 1.020 | |** | 0.000 622 0.308 | | | 0.000 623 0.991 | |* | 0.001 624 0.211 | | | 0.000 625 0.039 | | | 0.000 626 1.140 | |** | 0.001 627 -1.354 | **| | 0.001 628 -0.625 | *| | 0.000 629 -0.302 | | | 0.000 630 0.427 | | | 0.000 631 0.373 | | | 0.000 632 -0.866 | *| | 0.000 633 -0.026 | | | 0.000 634 0.028 | | | 0.000 635 0.631 | |* | 0.000 636 -0.016 | | | 0.000 637 -0.364 | | | 0.000 638 -0.686 | *| | 0.001 639 -0.790 | *| | 0.000 640 0.955 | |* | 0.001 641 -0.996 | *| | 0.000 642 0.293 | | | 0.000 643 0.043 | | | 0.000 644 0.688 | |* | 0.001 645 1.666 | |*** | 0.004 646 0.863 | |* | 0.000 The SAS System 117 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 647 0.482 | | | 0.000 648 -1.182 | **| | 0.001 649 -0.992 | *| | 0.022 650 -0.481 | | | 0.000 651 -0.285 | | | 0.000 652 0.379 | | | 0.000 653 0.936 | |* | 0.001 654 1.103 | |** | 0.001 655 -0.424 | | | 0.000 656 1.577 | |*** | 0.001 657 -1.319 | **| | 0.001 658 -0.664 | *| | 0.000 659 0.525 | |* | 0.000 660 -0.544 | *| | 0.001 661 0.852 | |* | 0.001 662 0.750 | |* | 0.000 663 -0.053 | | | 0.000 664 1.352 | |** | 0.001 665 2.634 | |***** | 0.005 666 3.882 | |******| 0.028 667 0.321 | | | 0.000 668 0.528 | |* | 0.000 669 0.482 | | | 0.000 670 1.363 | |** | 0.001 671 -0.887 | *| | 0.002 672 0.498 | | | 0.000 673 -0.326 | | | 0.000 674 -2.635 | *****| | 0.008 675 0.475 | | | 0.000 676 0.937 | |* | 0.001 677 -0.111 | | | 0.000 678 -0.339 | | | 0.000 679 -0.307 | | | 0.000 680 -0.345 | | | 0.000 The SAS System 118 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 681 0.488 | | | 0.000 682 0.536 | |* | 0.000 683 0.210 | | | 0.000 684 -0.717 | *| | 0.001 685 0.637 | |* | 0.000 686 0.861 | |* | 0.000 687 1.564 | |*** | 0.001 688 -0.344 | | | 0.000 689 -0.426 | | | 0.000 690 -0.855 | *| | 0.000 691 -0.103 | | | 0.000 692 0.464 | | | 0.000 693 0.735 | |* | 0.000 694 -1.391 | **| | 0.000 695 0.293 | | | 0.000 696 0.333 | | | 0.000 697 0.639 | |* | 0.000 698 -0.264 | | | 0.000 699 0.284 | | | 0.000 700 0.648 | |* | 0.001 701 -1.731 | ***| | 0.002 702 1.362 | |** | 0.002 703 2.073 | |**** | 0.008 704 0.751 | |* | 0.000 705 0.337 | | | 0.000 706 -2.881 | *****| | 0.003 707 0.330 | | | 0.000 708 -2.168 | ****| | 0.003 709 0.194 | | | 0.000 710 0.178 | | | 0.000 711 0.639 | |* | 0.000 712 -0.753 | *| | 0.000 713 -0.270 | | | 0.000 714 -1.882 | ***| | 0.001 The SAS System 119 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 715 0.335 | | | 0.000 716 -0.043 | | | 0.000 717 -0.753 | *| | 0.001 718 -0.113 | | | 0.000 719 -1.440 | **| | 0.002 720 -0.044 | | | 0.000 721 -0.757 | *| | 0.000 722 -0.343 | | | 0.000 723 -2.273 | ****| | 0.007 724 0.392 | | | 0.000 725 -0.461 | | | 0.000 726 0.512 | |* | 0.000 727 -1.207 | **| | 0.000 728 -2.705 | *****| | 0.004 729 . . 730 -0.227 | | | 0.000 731 -1.454 | **| | 0.001 732 -1.181 | **| | 0.000 733 -2.644 | *****| | 0.016 734 0.259 | | | 0.000 735 -1.305 | **| | 0.001 736 -2.066 | ****| | 0.003 737 -2.054 | ****| | 0.002 738 -0.824 | *| | 0.000 739 -1.313 | **| | 0.001 740 1.939 | |*** | 0.003 741 0.577 | |* | 0.000 742 0.228 | | | 0.000 743 -2.848 | *****| | 0.004 744 0.244 | | | 0.000 745 0.862 | |* | 0.000 746 -1.211 | **| | 0.001 747 0.164 | | | 0.000 748 0.139 | | | 0.000 The SAS System 120 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 749 0.841 | |* | 0.001 750 1.058 | |** | 0.000 751 0.085 | | | 0.000 752 0.704 | |* | 0.000 753 -0.463 | | | 0.000 754 0.679 | |* | 0.000 755 0.957 | |* | 0.000 756 -0.082 | | | 0.000 757 1.473 | |** | 0.001 758 -0.141 | | | 0.000 759 2.153 | |**** | 0.002 760 0.404 | | | 0.000 761 0.900 | |* | 0.001 762 0.594 | |* | 0.000 763 -0.308 | | | 0.000 764 -0.609 | *| | 0.000 765 -0.273 | | | 0.000 766 0.768 | |* | 0.001 767 0.508 | |* | 0.000 768 -0.013 | | | 0.000 769 -0.862 | *| | 0.004 770 0.976 | |* | 0.030 771 3.022 | |******| 0.022 772 -0.838 | *| | 0.004 773 0.538 | |* | 0.004 774 2.778 | |***** | 0.010 775 3.215 | |******| 0.031 776 -0.604 | *| | 0.001 777 2.238 | |**** | 0.016 778 1.362 | |** | 0.003 779 1.320 | |** | 0.001 780 0.766 | |* | 0.000 781 1.213 | |** | 0.001 782 0.687 | |* | 0.001 The SAS System 121 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 783 1.540 | |*** | 0.006 784 0.475 | | | 0.000 785 1.465 | |** | 0.001 786 0.525 | |* | 0.000 787 0.753 | |* | 0.001 788 1.723 | |*** | 0.002 789 -0.025 | | | 0.000 790 0.986 | |* | 0.001 791 0.497 | | | 0.000 792 -0.473 | | | 0.000 793 0.085 | | | 0.000 794 -1.180 | **| | 0.002 795 -0.181 | | | 0.000 796 0.290 | | | 0.000 797 -0.474 | | | 0.000 798 0.631 | |* | 0.000 799 -1.471 | **| | 0.003 800 0.500 | | | 0.000 801 0.777 | |* | 0.000 802 -0.062 | | | 0.000 803 0.553 | |* | 0.000 804 0.362 | | | 0.000 805 -0.720 | *| | 0.000 806 0.027 | | | 0.000 807 -0.735 | *| | 0.000 808 -1.717 | ***| | 0.003 809 -0.718 | *| | 0.000 810 0.082 | | | 0.000 811 -1.545 | ***| | 0.001 812 -0.898 | *| | 0.002 813 -0.349 | | | 0.000 814 -0.360 | | | 0.000 815 0.019 | | | 0.000 816 0.307 | | | 0.000 The SAS System 122 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 817 1.296 | |** | 0.004 818 0.001 | | | 0.000 819 -0.383 | | | 0.000 820 0.491 | | | 0.000 821 0.801 | |* | 0.001 822 0.559 | |* | 0.000 823 -0.188 | | | 0.000 824 0.233 | | | 0.000 825 1.247 | |** | 0.001 826 0.522 | |* | 0.000 827 1.502 | |*** | 0.002 828 0.187 | | | 0.000 829 1.251 | |** | 0.002 830 1.046 | |** | 0.002 831 0.259 | | | 0.000 832 0.132 | | | 0.000 833 1.128 | |** | 0.001 834 0.048 | | | 0.000 835 0.302 | | | 0.000 836 -0.124 | | | 0.000 837 0.731 | |* | 0.001 838 0.376 | | | 0.000 839 -0.520 | *| | 0.000 840 0.390 | | | 0.000 841 1.321 | |** | 0.001 842 1.375 | |** | 0.001 843 -0.126 | | | 0.000 844 0.424 | | | 0.000 845 -0.668 | *| | 0.001 846 -0.037 | | | 0.000 847 -2.398 | ****| | 0.011 848 -0.578 | *| | 0.000 849 -1.467 | **| | 0.001 850 -0.499 | | | 0.000 The SAS System 123 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 851 -0.689 | *| | 0.000 852 -0.401 | | | 0.000 853 0.038 | | | 0.000 854 -0.010 | | | 0.000 855 -1.879 | ***| | 0.001 856 -0.407 | | | 0.001 857 -1.153 | **| | 0.001 858 -1.332 | **| | 0.000 859 -2.395 | ****| | 0.002 860 -0.725 | *| | 0.000 861 0.636 | |* | 0.000 862 -0.764 | *| | 0.000 863 0.287 | | | 0.000 864 0.674 | |* | 0.000 865 -0.251 | | | 0.000 866 0.524 | |* | 0.000 867 0.013 | | | 0.000 868 -0.848 | *| | 0.000 869 1.115 | |** | 0.001 870 0.656 | |* | 0.000 871 -1.253 | **| | 0.002 872 2.123 | |**** | 0.002 873 0.003 | | | 0.000 874 -0.613 | *| | 0.000 875 1.698 | |*** | 0.005 876 0.655 | |* | 0.001 877 -0.177 | | | 0.001 878 -0.384 | | | 0.000 879 0.389 | | | 0.000 880 -0.002 | | | 0.000 881 0.947 | |* | 0.002 882 2.050 | |**** | 0.010 883 1.884 | |*** | 0.007 884 1.347 | |** | 0.015 The SAS System 124 16:22 Tuesday, March 17, 1998 Student Cook's Obs Residual -2-1-0 1 2 D 885 1.726 | |*** | 0.010 886 0.436 | | | 0.000 887 1.028 | |** | 0.001 888 -1.250 | **| | 0.000 889 -0.846 | *| | 0.004 890 0.090 | | | 0.000 891 -1.041 | **| | 0.000 892 1.026 | |** | 0.001 893 1.006 | |** | 0.001 894 -0.667 | *| | 0.000 895 1.547 | |*** | 0.004 896 -0.245 | | | 0.000 897 . . 898 1.486 | |** | 0.001 899 -1.361 | **| | 0.001 900 0.276 | | | 0.000 901 0.228 | | | 0.000 902 -1.499 | **| | 0.001 903 1.277 | |** | 0.002 904 0.454 | | | 0.000 905 -0.515 | *| | 0.000 906 0.586 | |* | 0.000 907 -1.155 | **| | 0.001 908 1.522 | |*** | 0.001 909 -2.946 | *****| | 0.004 910 0.536 | |* | 0.000 911 -1.316 | **| | 0.001 912 -0.252 | | | 0.000 913 . . 914 . . Sum of Residuals 1.37E-11 Sum of Squared Residuals 101.2544 Predicted Resid SS (Press) 105.1289 The SAS System 125 16:22 Tuesday, March 17, 1998 Stepwise Procedure for Dependent Variable LEX Step 1 Variable LW Entered R-square = 0.40240739 C(p) =582.99726317 DF Sum of Squares Mean Square F Prob>F Regression 1 113.28220824 113.28220824 610.08 0.0001 Error 906 168.22904622 0.18568327 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP -0.49677927 0.24289341 0.77672675 4.18 0.0411 LW 0.56523742 0.02288424 113.28220824 610.08 0.0001 Bounds on condition number: 1, 1 ---------------------------------------------------------------- Step 2 Variable LDENS Entered R-square = 0.48338211 C(p) =383.50684314 DF Sum of Squares Mean Square F Prob>F Regression 2 136.07750317 68.03875159 423.39 0.0001 Error 905 145.43375129 0.16070028 Total 907 281.51125446 Parameter Standard Type II The SAS System 126 16:22 Tuesday, March 17, 1998 Variable Estimate Error Sum of Squares F Prob>F INTERCEP 0.23286220 0.23412060 0.15897739 0.99 0.3202 LW 0.54471246 0.02135879 104.51966022 650.40 0.0001 LDENS -0.12399482 0.01041092 22.79529494 141.85 0.0001 Bounds on condition number: 1.006553, 4.026211 ---------------------------------------------------------------- Step 3 Variable LDENS3 Entered R-square = 0.59505421 C(p) =107.63173004 DF Sum of Squares Mean Square F Prob>F Regression 3 167.51445764 55.83815255 442.80 0.0001 Error 904 113.99679683 0.12610265 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 2.54929228 0.25403874 12.69882625 100.70 0.0001 LW 0.42007365 0.02050113 52.94432629 419.85 0.0001 LDENS -0.48505831 0.02465748 48.79944201 386.98 0.0001 LDENS3 0.00539329 0.00034158 31.43695446 249.30 0.0001 The SAS System 127 16:22 Tuesday, March 17, 1998 Bounds on condition number: 7.195903, 46.71885 ---------------------------------------------------------------- Step 4 Variable LGROWR Entered R-square = 0.60075340 C(p) = 95.45036599 DF Sum of Squares Mean Square F Prob>F Regression 4 169.11884347 42.27971087 339.69 0.0001 Error 903 112.39241099 0.12446557 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 2.47724819 0.25318082 11.91589472 95.74 0.0001 LW 0.42334445 0.02038799 53.66464882 431.16 0.0001 LDENS -0.46216222 0.02531338 41.48947344 333.34 0.0001 LDENS3 0.00509071 0.00034967 26.38145566 211.96 0.0001 LGROWR -0.02362959 0.00658152 1.60438584 12.89 0.0003 Bounds on condition number: 7.682908, 70.31469 ---------------------------------------------------------------- The SAS System 128 16:22 Tuesday, March 17, 1998 Step 5 Variable PINTERG Entered R-square = 0.60235872 C(p) = 93.45583855 DF Sum of Squares Mean Square F Prob>F Regression 5 169.57075792 33.91415158 273.28 0.0001 Error 902 111.94049655 0.12410255 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 2.68177829 0.27459320 11.83714270 95.38 0.0001 LW 0.41184071 0.02123203 46.69347489 376.25 0.0001 PINTERG -0.00242258 0.00126952 0.45191444 3.64 0.0567 LDENS -0.47176238 0.02577222 41.58373530 335.08 0.0001 LDENS3 0.00512980 0.00034976 26.69623172 215.11 0.0001 LGROWR -0.02361058 0.00657193 1.60180084 12.91 0.0003 Bounds on condition number: 7.987259, 96.23351 ---------------------------------------------------------------- The SAS System 129 16:22 Tuesday, March 17, 1998 Step 6 Variable PINT2 Entered R-square = 0.61743184 C(p) = 57.94918543 DF Sum of Squares Mean Square F Prob>F Regression 6 173.81401286 28.96900214 242.36 0.0001 Error 901 107.69724161 0.11953079 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 3.23525719 0.28504945 15.39774033 128.82 0.0001 LW 0.38520335 0.02131150 39.05097578 326.70 0.0001 PINTERG -0.02408668 0.00384360 4.69415915 39.27 0.0001 PINT2 0.00038018 0.00006381 4.24325494 35.50 0.0001 LDENS -0.47891228 0.02532152 42.75750298 357.71 0.0001 LDENS3 0.00503676 0.00034361 25.68354759 214.87 0.0001 LGROWR -0.02109197 0.00646358 1.27282291 10.65 0.0011 Bounds on condition number: 11.73964, 243.3272 ---------------------------------------------------------------- The SAS System 130 16:22 Tuesday, March 17, 1998 Step 7 Variable PINT3 Entered R-square = 0.63239624 C(p) = 22.71309905 DF Sum of Squares Mean Square F Prob>F Regression 7 178.02665766 25.43237967 221.18 0.0001 Error 900 103.48459680 0.11498289 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 3.68379073 0.28922808 18.65272095 162.22 0.0001 LW 0.37658141 0.02095062 37.14986590 323.09 0.0001 PINTERG -0.07856649 0.00975824 7.45358445 64.82 0.0001 PINT2 0.00251360 0.00035798 5.66907708 49.30 0.0001 PINT3 -0.00002268 0.00000375 4.21264481 36.64 0.0001 LDENS -0.47213264 0.02486037 41.47113900 360.67 0.0001 LDENS3 0.00486300 0.00033823 23.76947717 206.72 0.0001 LGROWR -0.01907177 0.00634820 1.03779996 9.03 0.0027 Bounds on condition number: 350.2338, 3986.713 ---------------------------------------------------------------- The SAS System 131 16:22 Tuesday, March 17, 1998 Step 8 Variable LINCOME Entered R-square = 0.63449188 C(p) = 19.49848848 DF Sum of Squares Mean Square F Prob>F Regression 8 178.61660425 22.32707553 195.07 0.0001 Error 899 102.89465021 0.11445456 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 2.74449327 0.50441862 3.38824829 29.60 0.0001 LW 0.33493799 0.02780928 16.60284462 145.06 0.0001 PINTERG -0.07904981 0.00973812 7.54196606 65.89 0.0001 PINT2 0.00252008 0.00035717 5.69795441 49.78 0.0001 PINT3 -0.00002269 0.00000374 4.21351271 36.81 0.0001 LDENS -0.50367595 0.02842944 35.92518565 313.88 0.0001 LDENS3 0.00499558 0.00034247 24.35386781 212.78 0.0001 LINCOME 0.15976080 0.07036884 0.58994659 5.15 0.0234 LGROWR -0.01742089 0.00637521 0.85464441 7.47 0.0064 Bounds on condition number: 350.2561, 4610.76 ---------------------------------------------------------------- The SAS System 132 16:22 Tuesday, March 17, 1998 All variables left in the model are significant at the 0.1500 level. No other variable met the 0.1500 significance level for entry into the model. Summary of Stepwise Procedure for Dependent Variable LEX Variable Number Partial Model Step Entered Removed In R**2 R**2 C(p) F Prob>F 1 LW 1 0.4024 0.4024 582.9973 610.0830 0.0001 2 LDENS 2 0.0810 0.4834 383.5068 141.8498 0.0001 3 LDENS3 3 0.1117 0.5951 107.6317 249.2965 0.0001 4 LGROWR 4 0.0057 0.6008 95.4504 12.8902 0.0003 5 PINTERG 5 0.0016 0.6024 93.4558 3.6415 0.0567 6 PINT2 6 0.0151 0.6174 57.9492 35.4993 0.0001 7 PINT3 7 0.0150 0.6324 22.7131 36.6371 0.0001 8 LINCOME 8 0.0021 0.6345 19.4985 5.1544 0.0234 The SAS System 133 16:22 Tuesday, March 17, 1998 Backward Elimination Procedure for Dependent Variable LEX Step 0 All Variables Entered R-square = 0.64031851 C(p) = 13.00000000 DF Sum of Squares Mean Square F Prob>F Regression 12 180.25686745 15.02140562 132.78 0.0001 Error 895 101.25438701 0.11313339 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 8.67855174 1.79868778 2.63374522 23.28 0.0001 LW 0.33876721 0.02799706 16.56412705 146.41 0.0001 LPOP -2.35550556 0.66252610 1.43005618 12.64 0.0004 LPOP2 0.26777440 0.07705389 1.36628045 12.08 0.0005 LPOP3 -0.00972914 0.00291001 1.26458864 11.18 0.0009 PINTERG -0.08006091 0.00991450 7.37717980 65.21 0.0001 PINT2 0.00252434 0.00036094 5.53380577 48.91 0.0001 PINT3 -0.00002259 0.00000376 4.07790415 36.05 0.0001 LDENS -0.05073846 0.13806901 0.01527823 0.14 0.7133 LDENS2 -0.10315774 0.03267789 1.12742153 9.97 0.0016 The SAS System 134 16:22 Tuesday, March 17, 1998 LDENS3 0.01162658 0.00237202 2.71805055 24.03 0.0001 LINCOME 0.17545199 0.07038409 0.70300507 6.21 0.0129 LGROWR -0.01658922 0.00641405 0.75679540 6.69 0.0099 Bounds on condition number: 17515.01, 345502.9 ---------------------------------------------------------------- Step 1 Variable LDENS Removed R-square = 0.64026424 C(p) = 11.13504615 DF Sum of Squares Mean Square F Prob>F Regression 11 180.24158922 16.38559902 144.97 0.0001 Error 896 101.26966524 0.11302418 Total 907 281.51125446 Parameter Standard Type II Variable Estimate Error Sum of Squares F Prob>F INTERCEP 9.06958159 1.44948605 4.42504596 39.15 0.0001 LW 0.34097629 0.02733090 17.59186741 155.65 0.0001 LPOP -2.52224957 0.48252866 3.08817037 27.32 0.0001 LPOP2 0.28686074 0.05689168 2.87353198 25.42 0.0001 LPOP3 -0.01043163 0.00219300 2.55739800 22.63 0.0001 PINTERG -0.08043663 0.00985688 7.52662295 66.59 0.0001 The SAS System 135 16:22 Tuesday, March 17, 1998 PINT2 0.00253471 0.00035966 5.61367623 49.67 0.0001 PINT3 -0.00002268 0.00000375 4.12639603 36.51 0.0001 LDENS2 -0.11462431 0.00970272 15.77386911 139.56 0.0001 LDENS3 0.01239009 0.00114392 13.25961238 117.32 0.0001 LINCOME 0.17482331 0.07032932 0.69838867 6.18 0.0131 LGROWR -0.01657313 0.00641080 0.75536390 6.68 0.0099 Bounds on condition number: 9557.367, 167198.3 ---------------------------------------------------------------- All variables left in the model are significant at the 0.1000 level. Summary of Backward Elimination Procedure for Dependent Variable LEX Variable Number Partial Model Step Removed In R**2 R**2 C(p) F Prob>F 1 LDENS 11 0.0001 0.6403 11.1350 0.1350 0.7133 The SAS System 136 16:22 Tuesday, March 17, 1998 N = 908 Regression Models for Dependent Variable: LEX Adj R-square Variables in Model Rsq In 0.635848 0.640264 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.635496 0.640319 12 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.633745 0.637783 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.633541 0.637581 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.633375 0.637821 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.633181 0.637630 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.631849 0.636314 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.631390 0.635047 9 LW PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.631355 0.635826 11 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.631239 0.634492 8 LW PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.631171 0.635238 10 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.631045 0.635113 10 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.631013 0.635082 10 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.630990 0.635465 11 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.630979 0.635048 10 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.630914 0.634983 10 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS The SAS System 137 16:22 Tuesday, March 17, 1998 LDENS3 LINCOME LGROWR Adj R-square Variables in Model Rsq In 0.630878 0.634541 9 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.630844 0.634507 9 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.630830 0.634493 9 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.630760 0.635239 11 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.630744 0.634408 9 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 0.630713 0.634785 10 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME LGROWR 0.630364 0.634439 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.630139 0.634216 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629537 0.632396 7 LW PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629518 0.632785 8 LW PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.629299 0.632978 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629297 0.633384 10 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.629266 0.633354 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.629155 0.632426 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629145 0.632825 9 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.629134 0.632405 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629127 0.632398 8 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR The SAS System 138 16:22 Tuesday, March 17, 1998 Adj R-square Variables in Model Rsq In 0.629127 0.632807 9 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.629105 0.632786 9 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.629064 0.632744 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.629030 0.633120 10 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628986 0.633077 10 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.628909 0.632182 8 LW PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628893 0.632575 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LGROWR 0.628804 0.632896 10 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LGROWR 0.628708 0.632392 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.628633 0.632728 10 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628590 0.631456 7 LW PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.628538 0.632224 9 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628500 0.632186 9 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628496 0.632183 9 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628442 0.632128 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.628334 0.632432 10 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 LINCOME 0.628254 0.631533 8 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.628195 0.631885 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS The SAS System 139 16:22 Tuesday, March 17, 1998 LDENS3 LINCOME Adj R-square Variables in Model Rsq In 0.628187 0.631467 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.628177 0.631456 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 LINCOME 0.627068 0.631180 10 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.626902 0.630604 9 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 0.626518 0.630636 10 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.626421 0.630540 10 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.626351 0.629235 7 LW PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.626283 0.630403 10 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.626282 0.629990 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.626237 0.628710 6 LW PINTERG PINT2 PINT3 LDENS LDENS3 0.626180 0.629478 8 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 0.626129 0.630663 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.626001 0.629300 8 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.625945 0.629245 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.625944 0.629656 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.625936 0.629235 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.625935 0.629234 8 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 0.625932 0.630057 10 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS2 The SAS System 140 16:22 Tuesday, March 17, 1998 LDENS3 LINCOME LGROWR Adj R-square Variables in Model Rsq In 0.625922 0.628809 7 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS3 0.625848 0.628736 7 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS3 0.625825 0.628713 7 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 0.625713 0.629014 8 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS3 0.625691 0.629405 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LDENS3 0.625631 0.628933 8 LW PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.625444 0.628747 8 LW PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.625274 0.628992 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.625260 0.628978 9 LW LPOP PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.625248 0.628966 9 LW LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.625219 0.628938 9 LW LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.625199 0.628918 9 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.625162 0.629294 10 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME LGROWR 0.625096 0.628816 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.625053 0.628773 9 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.625036 0.628757 9 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME LGROWR 0.624986 0.628707 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.624847 0.628569 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR The SAS System 141 16:22 Tuesday, March 17, 1998 Adj R-square Variables in Model Rsq In 0.624799 0.628522 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.624737 0.628874 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.624340 0.627239 7 LW PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.624264 0.627993 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.624180 0.627080 7 LW PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.624051 0.627367 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.623939 0.627256 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.623934 0.627251 8 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LGROWR 0.623812 0.627130 8 LW LPOP PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.623780 0.627098 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.623763 0.627082 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.623608 0.627343 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.623599 0.627334 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LGROWR 0.623447 0.627183 9 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.623381 0.627118 9 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.623247 0.626985 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.623031 0.627187 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.623019 0.625928 7 LW PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME The SAS System 142 16:22 Tuesday, March 17, 1998 Adj R-square Variables in Model Rsq In 0.622801 0.626128 8 LW LPOP PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.622699 0.626443 9 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.622621 0.625950 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.622600 0.625928 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 LINCOME 0.622356 0.625687 8 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 0.621929 0.624847 7 LW PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.621650 0.624987 8 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.621549 0.624887 8 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.621517 0.624855 8 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 LINCOME 0.621432 0.625606 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 LDENS2 LDENS3 LINCOME LGROWR 0.621400 0.624739 8 LW LPOP LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 0.621315 0.624656 8 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 0.621304 0.624644 8 LW LPOP LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 0.621239 0.625833 11 LW LPOP LPOP2 LPOP3 PINTERG PINT2 LDENS LDENS2 LDENS3 LINCOME LGROWR 0.621175 0.624516 8 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 0.620998 0.624759 9 LW LPOP LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 0.620936 0.623443 6 LW PINTERG PINT2 PINT3 LDENS2 LDENS3 0.620751 0.623678 7 LW LPOP PINTERG PINT2 PINT3 LDENS2 LDENS3 0.620558 0.623487 7 LW LPOP2 PINTERG PINT2 PINT3 LDENS2 LDENS3 The SAS System 143 16:22 Tuesday, March 17, 1998 Adj R-square Variables in Model Rsq In 0.620523 0.623452 7 LW LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 0.620504 0.623851 8 LW LPOP2 LPOP3 PINTERG PINT2 PINT3 LDENS2 LDENS3 0.620235 0.622747 6 LW PINTERG PINT2 PINT3 LDENS LDENS2 0.619981 0.622914 7 LW LPOP PINTERG PINT2 PINT3 LDENS LDENS2 0.619835 0.622769 7 LW LPOP2 PINTERG PINT2 PINT3 LDENS LDENS2 0.619827 0.622761 7 LW LPOP3 PINTERG PINT2 PINT3 LDENS LDENS2 0.619523 0.623299 9 LW LPOP LPOP2 LPOP3 PINTERG PINT2 LDENS2 LDENS3 LGROWR 0.619293 0.623490 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 LDENS LDENS2 LDENS3 LGROWR 0.618406 0.622613 10 LW LPOP LPOP2 LPOP3 PINTERG PINT2 LDENS LDENS3 LINCOME LGROWR ----------------------------------------------------------------