GENMOD Analysis on Surgical Unit data

The GENMOD Procedure

Model Information
Data Set WORK.SURG
Distribution Normal
Link Function Identity
Dependent Variable Y

Number of Observations Read 54
Number of Observations Used 54

Criteria For Assessing Goodness Of Fit
Criterion DF Value Value/DF
Deviance 50 0.1099 0.0022
Scaled Deviance 50 50.0000 1.0000
Pearson Chi-Square 50 0.1099 0.0022
Scaled Pearson X2 50 50.0000 1.0000
Log Likelihood   90.6331  
Full Log Likelihood   90.6331  
AIC (smaller is better)   -173.2662  
AICC (smaller is better)   -172.4498  
BIC (smaller is better)   -165.3102  

Algorithm converged.

Analysis Of Maximum Likelihood Parameter Estimates
Parameter DF Estimate Standard
Error		 Wald 95% Confidence Limits Wald Chi-Square Pr > ChiSq
Intercept 1 0.4836 0.0426 0.4001 0.5672 128.71 <.0001
X1 1 0.0692 0.0041 0.0612 0.0772 288.17 <.0001
X2 1 0.0093 0.0004 0.0085 0.0100 590.45 <.0001
X3 1 0.0095 0.0003 0.0089 0.0101 966.07 <.0001
Scale 0 0.0469 0.0000 0.0469 0.0469    

Note: The scale parameter was estimated by the square root of Pearson's Chi-Square/DOF.


Lagrange Multiplier Statistics
Parameter Chi-Square Pr > ChiSq
Scale 0.1667 0.6831

Assessment Summary
Assessment
Variable		 Maximum Absolute
Value		 Replications Seed Pr >
MaxAbsVal
X1 0.0380 10000 603708000 0.1084

X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6 Cumulative Residuals = 0.0078 X1 = 6 Cumulative Residuals = 0.0078 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 8.8 Cresid20 = -0.003 X1 = 8.8 Cresid20 = -0.003 X1 = 8.7 Cresid20 = .00093 X1 = 8.7 Cresid20 = .00093 X1 = 7.8 Cresid20 = 0.003 X1 = 7.8 Cresid20 = 0.003 X1 = 7.7 Cresid20 = -23E-6 X1 = 7.7 Cresid20 = -23E-6 X1 = 7.4 Cresid20 = -54E-6 X1 = 7.4 Cresid20 = -54E-6 X1 = 7.3 Cresid20 = -0.002 X1 = 7.3 Cresid20 = -0.002 X1 = 6.7 Cresid20 = -97E-5 X1 = 6.7 Cresid20 = -97E-5 X1 = 6.6 Cresid20 = -0.001 X1 = 6.6 Cresid20 = -0.001 X1 = 6.5 Cresid20 = 0.0016 X1 = 6.5 Cresid20 = 0.0016 X1 = 6.4 Cresid20 = -23E-5 X1 = 6.4 Cresid20 = -23E-5 X1 = 6.3 Cresid20 = -14E-6 X1 = 6.3 Cresid20 = -14E-6 X1 = 6 Cresid20 = -0.004 X1 = 6 Cresid20 = -0.004 X1 = 5.8 Cresid20 = 0.0138 X1 = 5.8 Cresid20 = 0.0138 X1 = 5.7 Cresid20 = 0.0117 X1 = 5.7 Cresid20 = 0.0117 X1 = 5.6 Cresid20 = 0.0111 X1 = 5.6 Cresid20 = 0.0111 X1 = 5.4 Cresid20 = 0.0099 X1 = 5.4 Cresid20 = 0.0099 X1 = 5.3 Cresid20 = 0.0073 X1 = 5.3 Cresid20 = 0.0073 X1 = 5.2 Cresid20 = 0.0036 X1 = 5.2 Cresid20 = 0.0036 X1 = 5.1 Cresid20 = 0.0193 X1 = 5.1 Cresid20 = 0.0193 X1 = 5 Cresid20 = 0.0188 X1 = 5 Cresid20 = 0.0188 X1 = 4.8 Cresid20 = 0.0157 X1 = 4.8 Cresid20 = 0.0157 X1 = 4.5 Cresid20 = 0.008 X1 = 4.5 Cresid20 = 0.008 X1 = 4.3 Cresid20 = 0.0042 X1 = 4.3 Cresid20 = 0.0042 X1 = 3.9 Cresid20 = 0.0022 X1 = 3.9 Cresid20 = 0.0022 X1 = 3.7 Cresid20 = .00039 X1 = 3.7 Cresid20 = .00039 X1 = 3.6 Cresid20 = -0.024 X1 = 3.6 Cresid20 = -0.024 X1 = 3.4 Cresid20 = -0.01 X1 = 3.4 Cresid20 = -0.01 X1 = 3.2 Cresid20 = -0.012 X1 = 3.2 Cresid20 = -0.012 X1 = 2.6 Cresid20 = -0.01 X1 = 2.6 Cresid20 = -0.01 X1 = 8.8 Cresid19 = -0.01 X1 = 8.8 Cresid19 = -0.01 X1 = 8.7 Cresid19 = -0.017 X1 = 8.7 Cresid19 = -0.017 X1 = 7.8 Cresid19 = -0.015 X1 = 7.8 Cresid19 = -0.015 X1 = 7.7 Cresid19 = -0.016 X1 = 7.7 Cresid19 = -0.016 X1 = 7.4 Cresid19 = -0.015 X1 = 7.4 Cresid19 = -0.015 X1 = 7.3 Cresid19 = -0.016 X1 = 7.3 Cresid19 = -0.016 X1 = 6.7 Cresid19 = -0.016 X1 = 6.7 Cresid19 = -0.016 X1 = 6.6 Cresid19 = -0.007 X1 = 6.6 Cresid19 = -0.007 X1 = 6.5 Cresid19 = -0.007 X1 = 6.5 Cresid19 = -0.007 X1 = 6.4 Cresid19 = -0.003 X1 = 6.4 Cresid19 = -0.003 X1 = 6.3 Cresid19 = -0.004 X1 = 6.3 Cresid19 = -0.004 X1 = 6 Cresid19 = -0.005 X1 = 6 Cresid19 = -0.005 X1 = 5.8 Cresid19 = 0.0055 X1 = 5.8 Cresid19 = 0.0055 X1 = 5.7 Cresid19 = 0.0264 X1 = 5.7 Cresid19 = 0.0264 X1 = 5.6 Cresid19 = 0.0282 X1 = 5.6 Cresid19 = 0.0282 X1 = 5.4 Cresid19 = 0.029 X1 = 5.4 Cresid19 = 0.029 X1 = 5.3 Cresid19 = 0.0309 X1 = 5.3 Cresid19 = 0.0309 X1 = 5.2 Cresid19 = 0.0329 X1 = 5.2 Cresid19 = 0.0329 X1 = 5.1 Cresid19 = 0.0413 X1 = 5.1 Cresid19 = 0.0413 X1 = 5 Cresid19 = 0.041 X1 = 5 Cresid19 = 0.041 X1 = 4.8 Cresid19 = 0.0422 X1 = 4.8 Cresid19 = 0.0422 X1 = 4.5 Cresid19 = 0.0255 X1 = 4.5 Cresid19 = 0.0255 X1 = 4.3 Cresid19 = 0.0252 X1 = 4.3 Cresid19 = 0.0252 X1 = 3.9 Cresid19 = 0.008 X1 = 3.9 Cresid19 = 0.008 X1 = 3.7 Cresid19 = 0.0082 X1 = 3.7 Cresid19 = 0.0082 X1 = 3.6 Cresid19 = 0.0301 X1 = 3.6 Cresid19 = 0.0301 X1 = 3.4 Cresid19 = 0.0321 X1 = 3.4 Cresid19 = 0.0321 X1 = 3.2 Cresid19 = 0.0032 X1 = 3.2 Cresid19 = 0.0032 X1 = 2.6 Cresid19 = -0.004 X1 = 2.6 Cresid19 = -0.004 X1 = 8.8 Cresid18 = 0.0049 X1 = 8.8 Cresid18 = 0.0049 X1 = 8.7 Cresid18 = 0.0032 X1 = 8.7 Cresid18 = 0.0032 X1 = 7.8 Cresid18 = 0.0033 X1 = 7.8 Cresid18 = 0.0033 X1 = 7.7 Cresid18 = -0.006 X1 = 7.7 Cresid18 = -0.006 X1 = 7.4 Cresid18 = -0.009 X1 = 7.4 Cresid18 = -0.009 X1 = 7.3 Cresid18 = -0.015 X1 = 7.3 Cresid18 = -0.015 X1 = 6.7 Cresid18 = -0.017 X1 = 6.7 Cresid18 = -0.017 X1 = 6.6 Cresid18 = -0.026 X1 = 6.6 Cresid18 = -0.026 X1 = 6.5 Cresid18 = -0.023 X1 = 6.5 Cresid18 = -0.023 X1 = 6.4 Cresid18 = -0.027 X1 = 6.4 Cresid18 = -0.027 X1 = 6.3 Cresid18 = -0.023 X1 = 6.3 Cresid18 = -0.023 X1 = 6 Cresid18 = -0.031 X1 = 6 Cresid18 = -0.031 X1 = 5.8 Cresid18 = -0.026 X1 = 5.8 Cresid18 = -0.026 X1 = 5.7 Cresid18 = -0.019 X1 = 5.7 Cresid18 = -0.019 X1 = 5.6 Cresid18 = -0.021 X1 = 5.6 Cresid18 = -0.021 X1 = 5.4 Cresid18 = -0.019 X1 = 5.4 Cresid18 = -0.019 X1 = 5.3 Cresid18 = -0.019 X1 = 5.3 Cresid18 = -0.019 X1 = 5.2 Cresid18 = -0.021 X1 = 5.2 Cresid18 = -0.021 X1 = 5.1 Cresid18 = -0.015 X1 = 5.1 Cresid18 = -0.015 X1 = 5 Cresid18 = -0.01 X1 = 5 Cresid18 = -0.01 X1 = 4.8 Cresid18 = -0.01 X1 = 4.8 Cresid18 = -0.01 X1 = 4.5 Cresid18 = 0.008 X1 = 4.5 Cresid18 = 0.008 X1 = 4.3 Cresid18 = 0.0119 X1 = 4.3 Cresid18 = 0.0119 X1 = 3.9 Cresid18 = 0.02 X1 = 3.9 Cresid18 = 0.02 X1 = 3.7 Cresid18 = 0.0263 X1 = 3.7 Cresid18 = 0.0263 X1 = 3.6 Cresid18 = 0.0244 X1 = 3.6 Cresid18 = 0.0244 X1 = 3.4 Cresid18 = 0.0317 X1 = 3.4 Cresid18 = 0.0317 X1 = 3.2 Cresid18 = 0.0199 X1 = 3.2 Cresid18 = 0.0199 X1 = 2.6 Cresid18 = 0.0169 X1 = 2.6 Cresid18 = 0.0169 X1 = 8.8 Cresid17 = -0.01 X1 = 8.8 Cresid17 = -0.01 X1 = 8.7 Cresid17 = 0.0078 X1 = 8.7 Cresid17 = 0.0078 X1 = 7.8 Cresid17 = 0.0068 X1 = 7.8 Cresid17 = 0.0068 X1 = 7.7 Cresid17 = 0.009 X1 = 7.7 Cresid17 = 0.009 X1 = 7.4 Cresid17 = 0.01 X1 = 7.4 Cresid17 = 0.01 X1 = 7.3 Cresid17 = 0.0134 X1 = 7.3 Cresid17 = 0.0134 X1 = 6.7 Cresid17 = 0.014 X1 = 6.7 Cresid17 = 0.014 X1 = 6.6 Cresid17 = 0.0159 X1 = 6.6 Cresid17 = 0.0159 X1 = 6.5 Cresid17 = 0.0178 X1 = 6.5 Cresid17 = 0.0178 X1 = 6.4 Cresid17 = 0.0171 X1 = 6.4 Cresid17 = 0.0171 X1 = 6.3 Cresid17 = 0.0197 X1 = 6.3 Cresid17 = 0.0197 X1 = 6 Cresid17 = 0.016 X1 = 6 Cresid17 = 0.016 X1 = 5.8 Cresid17 = 0.0209 X1 = 5.8 Cresid17 = 0.0209 X1 = 5.7 Cresid17 = 0.0093 X1 = 5.7 Cresid17 = 0.0093 X1 = 5.6 Cresid17 = 0.0098 X1 = 5.6 Cresid17 = 0.0098 X1 = 5.4 Cresid17 = 0.0112 X1 = 5.4 Cresid17 = 0.0112 X1 = 5.3 Cresid17 = 0.0107 X1 = 5.3 Cresid17 = 0.0107 X1 = 5.2 Cresid17 = 0.0095 X1 = 5.2 Cresid17 = 0.0095 X1 = 5.1 Cresid17 = -0.003 X1 = 5.1 Cresid17 = -0.003 X1 = 5 Cresid17 = -52E-5 X1 = 5 Cresid17 = -52E-5 X1 = 4.8 Cresid17 = -0.001 X1 = 4.8 Cresid17 = -0.001 X1 = 4.5 Cresid17 = -0.012 X1 = 4.5 Cresid17 = -0.012 X1 = 4.3 Cresid17 = -0.014 X1 = 4.3 Cresid17 = -0.014 X1 = 3.9 Cresid17 = -0.01 X1 = 3.9 Cresid17 = -0.01 X1 = 3.7 Cresid17 = -0.012 X1 = 3.7 Cresid17 = -0.012 X1 = 3.6 Cresid17 = -0.022 X1 = 3.6 Cresid17 = -0.022 X1 = 3.4 Cresid17 = -0.007 X1 = 3.4 Cresid17 = -0.007 X1 = 3.2 Cresid17 = 0.0096 X1 = 3.2 Cresid17 = 0.0096 X1 = 2.6 Cresid17 = -0.008 X1 = 2.6 Cresid17 = -0.008 X1 = 8.8 Cresid16 = .00049 X1 = 8.8 Cresid16 = .00049 X1 = 8.7 Cresid16 = 0.008 X1 = 8.7 Cresid16 = 0.008 X1 = 7.8 Cresid16 = .00045 X1 = 7.8 Cresid16 = .00045 X1 = 7.7 Cresid16 = 0.0017 X1 = 7.7 Cresid16 = 0.0017 X1 = 7.4 Cresid16 = 0.0043 X1 = 7.4 Cresid16 = 0.0043 X1 = 7.3 Cresid16 = 0.0085 X1 = 7.3 Cresid16 = 0.0085 X1 = 6.7 Cresid16 = 0.0102 X1 = 6.7 Cresid16 = 0.0102 X1 = 6.6 Cresid16 = 0.0176 X1 = 6.6 Cresid16 = 0.0176 X1 = 6.5 Cresid16 = 0.0182 X1 = 6.5 Cresid16 = 0.0182 X1 = 6.4 Cresid16 = 0.0192 X1 = 6.4 Cresid16 = 0.0192 X1 = 6.3 Cresid16 = 0.022 X1 = 6.3 Cresid16 = 0.022 X1 = 6 Cresid16 = 0.0252 X1 = 6 Cresid16 = 0.0252 X1 = 5.8 Cresid16 = -0.005 X1 = 5.8 Cresid16 = -0.005 X1 = 5.7 Cresid16 = 0.0076 X1 = 5.7 Cresid16 = 0.0076 X1 = 5.6 Cresid16 = 0.0061 X1 = 5.6 Cresid16 = 0.0061 X1 = 5.4 Cresid16 = 0.0057 X1 = 5.4 Cresid16 = 0.0057 X1 = 5.3 Cresid16 = 0.0013 X1 = 5.3 Cresid16 = 0.0013 X1 = 5.2 Cresid16 = .00013 X1 = 5.2 Cresid16 = .00013 X1 = 5.1 Cresid16 = -0.013 X1 = 5.1 Cresid16 = -0.013 X1 = 5 Cresid16 = -0.016 X1 = 5 Cresid16 = -0.016 X1 = 4.8 Cresid16 = -0.017 X1 = 4.8 Cresid16 = -0.017 X1 = 4.5 Cresid16 = -0.011 X1 = 4.5 Cresid16 = -0.011 X1 = 4.3 Cresid16 = -0.012 X1 = 4.3 Cresid16 = -0.012 X1 = 3.9 Cresid16 = -0.005 X1 = 3.9 Cresid16 = -0.005 X1 = 3.7 Cresid16 = -0.009 X1 = 3.7 Cresid16 = -0.009 X1 = 3.6 Cresid16 = -0.013 X1 = 3.6 Cresid16 = -0.013 X1 = 3.4 Cresid16 = -0.011 X1 = 3.4 Cresid16 = -0.011 X1 = 3.2 Cresid16 = -0.014 X1 = 3.2 Cresid16 = -0.014 X1 = 2.6 Cresid16 = -0.009 X1 = 2.6 Cresid16 = -0.009 X1 = 8.8 Cresid15 = 0.0064 X1 = 8.8 Cresid15 = 0.0064 X1 = 8.7 Cresid15 = -72E-5 X1 = 8.7 Cresid15 = -72E-5 X1 = 7.8 Cresid15 = -0.002 X1 = 7.8 Cresid15 = -0.002 X1 = 7.7 Cresid15 = -0.007 X1 = 7.7 Cresid15 = -0.007 X1 = 7.4 Cresid15 = -0.007 X1 = 7.4 Cresid15 = -0.007 X1 = 7.3 Cresid15 = -0.006 X1 = 7.3 Cresid15 = -0.006 X1 = 6.7 Cresid15 = -0.006 X1 = 6.7 Cresid15 = -0.006 X1 = 6.6 Cresid15 = -51E-5 X1 = 6.6 Cresid15 = -51E-5 X1 = 6.5 Cresid15 = 0.0022 X1 = 6.5 Cresid15 = 0.0022 X1 = 6.4 Cresid15 = 0.0061 X1 = 6.4 Cresid15 = 0.0061 X1 = 6.3 Cresid15 = 0.0114 X1 = 6.3 Cresid15 = 0.0114 X1 = 6 Cresid15 = 0.0152 X1 = 6 Cresid15 = 0.0152 X1 = 5.8 Cresid15 = 0.0263 X1 = 5.8 Cresid15 = 0.0263 X1 = 5.7 Cresid15 = -0.001 X1 = 5.7 Cresid15 = -0.001 X1 = 5.6 Cresid15 = 0.0016 X1 = 5.6 Cresid15 = 0.0016 X1 = 5.4 Cresid15 = 0.001 X1 = 5.4 Cresid15 = 0.001 X1 = 5.3 Cresid15 = 0.0015 X1 = 5.3 Cresid15 = 0.0015 X1 = 5.2 Cresid15 = .00045 X1 = 5.2 Cresid15 = .00045 X1 = 5.1 Cresid15 = -35E-5 X1 = 5.1 Cresid15 = -35E-5 X1 = 5 Cresid15 = 0.0019 X1 = 5 Cresid15 = 0.0019 X1 = 4.8 Cresid15 = 0.004 X1 = 4.8 Cresid15 = 0.004 X1 = 4.5 Cresid15 = -0.007 X1 = 4.5 Cresid15 = -0.007 X1 = 4.3 Cresid15 = -0.007 X1 = 4.3 Cresid15 = -0.007 X1 = 3.9 Cresid15 = -0.01 X1 = 3.9 Cresid15 = -0.01 X1 = 3.7 Cresid15 = -0.01 X1 = 3.7 Cresid15 = -0.01 X1 = 3.6 Cresid15 = -0.008 X1 = 3.6 Cresid15 = -0.008 X1 = 3.4 Cresid15 = -0.009 X1 = 3.4 Cresid15 = -0.009 X1 = 3.2 Cresid15 = .00019 X1 = 3.2 Cresid15 = .00019 X1 = 2.6 Cresid15 = -0.012 X1 = 2.6 Cresid15 = -0.012 X1 = 8.8 Cresid14 = -0.003 X1 = 8.8 Cresid14 = -0.003 X1 = 8.7 Cresid14 = 0.0036 X1 = 8.7 Cresid14 = 0.0036 X1 = 7.8 Cresid14 = 0.0046 X1 = 7.8 Cresid14 = 0.0046 X1 = 7.7 Cresid14 = 0.0033 X1 = 7.7 Cresid14 = 0.0033 X1 = 7.4 Cresid14 = 0.0047 X1 = 7.4 Cresid14 = 0.0047 X1 = 7.3 Cresid14 = 0.0059 X1 = 7.3 Cresid14 = 0.0059 X1 = 6.7 Cresid14 = 0.007 X1 = 6.7 Cresid14 = 0.007 X1 = 6.6 Cresid14 = 0.0059 X1 = 6.6 Cresid14 = 0.0059 X1 = 6.5 Cresid14 = 0.0086 X1 = 6.5 Cresid14 = 0.0086 X1 = 6.4 Cresid14 = 0.0045 X1 = 6.4 Cresid14 = 0.0045 X1 = 6.3 Cresid14 = 0.0064 X1 = 6.3 Cresid14 = 0.0064 X1 = 6 Cresid14 = 0.0097 X1 = 6 Cresid14 = 0.0097 X1 = 5.8 Cresid14 = -0.007 X1 = 5.8 Cresid14 = -0.007 X1 = 5.7 Cresid14 = 0.0047 X1 = 5.7 Cresid14 = 0.0047 X1 = 5.6 Cresid14 = 0.0032 X1 = 5.6 Cresid14 = 0.0032 X1 = 5.4 Cresid14 = 0.0022 X1 = 5.4 Cresid14 = 0.0022 X1 = 5.3 Cresid14 = -49E-5 X1 = 5.3 Cresid14 = -49E-5 X1 = 5.2 Cresid14 = -0.003 X1 = 5.2 Cresid14 = -0.003 X1 = 5.1 Cresid14 = -0.005 X1 = 5.1 Cresid14 = -0.005 X1 = 5 Cresid14 = -0.003 X1 = 5 Cresid14 = -0.003 X1 = 4.8 Cresid14 = -0.006 X1 = 4.8 Cresid14 = -0.006 X1 = 4.5 Cresid14 = -0.003 X1 = 4.5 Cresid14 = -0.003 X1 = 4.3 Cresid14 = -0.004 X1 = 4.3 Cresid14 = -0.004 X1 = 3.9 Cresid14 = -11E-5 X1 = 3.9 Cresid14 = -11E-5 X1 = 3.7 Cresid14 = .00049 X1 = 3.7 Cresid14 = .00049 X1 = 3.6 Cresid14 = -56E-5 X1 = 3.6 Cresid14 = -56E-5 X1 = 3.4 Cresid14 = 0.0086 X1 = 3.4 Cresid14 = 0.0086 X1 = 3.2 Cresid14 = -0.015 X1 = 3.2 Cresid14 = -0.015 X1 = 2.6 Cresid14 = -0.006 X1 = 2.6 Cresid14 = -0.006 X1 = 8.8 Cresid13 = -0.008 X1 = 8.8 Cresid13 = -0.008 X1 = 8.7 Cresid13 = -0.005 X1 = 8.7 Cresid13 = -0.005 X1 = 7.8 Cresid13 = -0.005 X1 = 7.8 Cresid13 = -0.005 X1 = 7.7 Cresid13 = -0.008 X1 = 7.7 Cresid13 = -0.008 X1 = 7.4 Cresid13 = -0.008 X1 = 7.4 Cresid13 = -0.008 X1 = 7.3 Cresid13 = -0.011 X1 = 7.3 Cresid13 = -0.011 X1 = 6.7 Cresid13 = -0.012 X1 = 6.7 Cresid13 = -0.012 X1 = 6.6 Cresid13 = -0.012 X1 = 6.6 Cresid13 = -0.012 X1 = 6.5 Cresid13 = -0.011 X1 = 6.5 Cresid13 = -0.011 X1 = 6.4 Cresid13 = -0.013 X1 = 6.4 Cresid13 = -0.013 X1 = 6.3 Cresid13 = -0.013 X1 = 6.3 Cresid13 = -0.013 X1 = 6 Cresid13 = -0.013 X1 = 6 Cresid13 = -0.013 X1 = 5.8 Cresid13 = -0.027 X1 = 5.8 Cresid13 = -0.027 X1 = 5.7 Cresid13 = -0.013 X1 = 5.7 Cresid13 = -0.013 X1 = 5.6 Cresid13 = -0.013 X1 = 5.6 Cresid13 = -0.013 X1 = 5.4 Cresid13 = -0.014 X1 = 5.4 Cresid13 = -0.014 X1 = 5.3 Cresid13 = -0.016 X1 = 5.3 Cresid13 = -0.016 X1 = 5.2 Cresid13 = -0.018 X1 = 5.2 Cresid13 = -0.018 X1 = 5.1 Cresid13 = 0.015 X1 = 5.1 Cresid13 = 0.015 X1 = 5 Cresid13 = 0.0175 X1 = 5 Cresid13 = 0.0175 X1 = 4.8 Cresid13 = 0.0192 X1 = 4.8 Cresid13 = 0.0192 X1 = 4.5 Cresid13 = 0.0222 X1 = 4.5 Cresid13 = 0.0222 X1 = 4.3 Cresid13 = 0.0229 X1 = 4.3 Cresid13 = 0.0229 X1 = 3.9 Cresid13 = 0.0309 X1 = 3.9 Cresid13 = 0.0309 X1 = 3.7 Cresid13 = 0.0339 X1 = 3.7 Cresid13 = 0.0339 X1 = 3.6 Cresid13 = 0.02 X1 = 3.6 Cresid13 = 0.02 X1 = 3.4 Cresid13 = 0.0141 X1 = 3.4 Cresid13 = 0.0141 X1 = 3.2 Cresid13 = 0.0166 X1 = 3.2 Cresid13 = 0.0166 X1 = 2.6 Cresid13 = 0.0199 X1 = 2.6 Cresid13 = 0.0199 X1 = 8.8 Cresid12 = 0.0039 X1 = 8.8 Cresid12 = 0.0039 X1 = 8.7 Cresid12 = 0.0061 X1 = 8.7 Cresid12 = 0.0061 X1 = 7.8 Cresid12 = 0.0093 X1 = 7.8 Cresid12 = 0.0093 X1 = 7.7 Cresid12 = 0.0151 X1 = 7.7 Cresid12 = 0.0151 X1 = 7.4 Cresid12 = 0.0152 X1 = 7.4 Cresid12 = 0.0152 X1 = 7.3 Cresid12 = 0.018 X1 = 7.3 Cresid12 = 0.018 X1 = 6.7 Cresid12 = 0.0187 X1 = 6.7 Cresid12 = 0.0187 X1 = 6.6 Cresid12 = 0.0151 X1 = 6.6 Cresid12 = 0.0151 X1 = 6.5 Cresid12 = 0.0134 X1 = 6.5 Cresid12 = 0.0134 X1 = 6.4 Cresid12 = 0.0098 X1 = 6.4 Cresid12 = 0.0098 X1 = 6.3 Cresid12 = 0.0066 X1 = 6.3 Cresid12 = 0.0066 X1 = 6 Cresid12 = 0.0091 X1 = 6 Cresid12 = 0.0091 X1 = 5.8 Cresid12 = 0.0051 X1 = 5.8 Cresid12 = 0.0051 X1 = 5.7 Cresid12 = -0.005 X1 = 5.7 Cresid12 = -0.005 X1 = 5.6 Cresid12 = -0.006 X1 = 5.6 Cresid12 = -0.006 X1 = 5.4 Cresid12 = -0.007 X1 = 5.4 Cresid12 = -0.007 X1 = 5.3 Cresid12 = -0.013 X1 = 5.3 Cresid12 = -0.013 X1 = 5.2 Cresid12 = -0.014 X1 = 5.2 Cresid12 = -0.014 X1 = 5.1 Cresid12 = -0.017 X1 = 5.1 Cresid12 = -0.017 X1 = 5 Cresid12 = -0.022 X1 = 5 Cresid12 = -0.022 X1 = 4.8 Cresid12 = -0.024 X1 = 4.8 Cresid12 = -0.024 X1 = 4.5 Cresid12 = -0.026 X1 = 4.5 Cresid12 = -0.026 X1 = 4.3 Cresid12 = -0.028 X1 = 4.3 Cresid12 = -0.028 X1 = 3.9 Cresid12 = -0.026 X1 = 3.9 Cresid12 = -0.026 X1 = 3.7 Cresid12 = -0.029 X1 = 3.7 Cresid12 = -0.029 X1 = 3.6 Cresid12 = -0.031 X1 = 3.6 Cresid12 = -0.031 X1 = 3.4 Cresid12 = -0.02 X1 = 3.4 Cresid12 = -0.02 X1 = 3.2 Cresid12 = 0.0058 X1 = 3.2 Cresid12 = 0.0058 X1 = 2.6 Cresid12 = 0.0061 X1 = 2.6 Cresid12 = 0.0061 X1 = 8.8 Cresid11 = 0.0073 X1 = 8.8 Cresid11 = 0.0073 X1 = 8.7 Cresid11 = 0.0016 X1 = 8.7 Cresid11 = 0.0016 X1 = 7.8 Cresid11 = -0.002 X1 = 7.8 Cresid11 = -0.002 X1 = 7.7 Cresid11 = -0.001 X1 = 7.7 Cresid11 = -0.001 X1 = 7.4 Cresid11 = -27E-5 X1 = 7.4 Cresid11 = -27E-5 X1 = 7.3 Cresid11 = .00025 X1 = 7.3 Cresid11 = .00025 X1 = 6.7 Cresid11 = 0.0022 X1 = 6.7 Cresid11 = 0.0022 X1 = 6.6 Cresid11 = 0.0022 X1 = 6.6 Cresid11 = 0.0022 X1 = 6.5 Cresid11 = 0.0043 X1 = 6.5 Cresid11 = 0.0043 X1 = 6.4 Cresid11 = 0.0086 X1 = 6.4 Cresid11 = 0.0086 X1 = 6.3 Cresid11 = 0.0107 X1 = 6.3 Cresid11 = 0.0107 X1 = 6 Cresid11 = 0.0121 X1 = 6 Cresid11 = 0.0121 X1 = 5.8 Cresid11 = 0.0127 X1 = 5.8 Cresid11 = 0.0127 X1 = 5.7 Cresid11 = -0.002 X1 = 5.7 Cresid11 = -0.002 X1 = 5.6 Cresid11 = -0.001 X1 = 5.6 Cresid11 = -0.001 X1 = 5.4 Cresid11 = -56E-5 X1 = 5.4 Cresid11 = -56E-5 X1 = 5.3 Cresid11 = -62E-5 X1 = 5.3 Cresid11 = -62E-5 X1 = 5.2 Cresid11 = -0.003 X1 = 5.2 Cresid11 = -0.003 X1 = 5.1 Cresid11 = -0.003 X1 = 5.1 Cresid11 = -0.003 X1 = 5 Cresid11 = -0.006 X1 = 5 Cresid11 = -0.006 X1 = 4.8 Cresid11 = -0.007 X1 = 4.8 Cresid11 = -0.007 X1 = 4.5 Cresid11 = -0.02 X1 = 4.5 Cresid11 = -0.02 X1 = 4.3 Cresid11 = -0.021 X1 = 4.3 Cresid11 = -0.021 X1 = 3.9 Cresid11 = -0.021 X1 = 3.9 Cresid11 = -0.021 X1 = 3.7 Cresid11 = -0.022 X1 = 3.7 Cresid11 = -0.022 X1 = 3.6 Cresid11 = -0.017 X1 = 3.6 Cresid11 = -0.017 X1 = 3.4 Cresid11 = -0.004 X1 = 3.4 Cresid11 = -0.004 X1 = 3.2 Cresid11 = 0.0106 X1 = 3.2 Cresid11 = 0.0106 X1 = 2.6 Cresid11 = 0.0013 X1 = 2.6 Cresid11 = 0.0013 X1 = 8.8 Cresid10 = -0.003 X1 = 8.8 Cresid10 = -0.003 X1 = 8.7 Cresid10 = -0.004 X1 = 8.7 Cresid10 = -0.004 X1 = 7.8 Cresid10 = -0.005 X1 = 7.8 Cresid10 = -0.005 X1 = 7.7 Cresid10 = -0.01 X1 = 7.7 Cresid10 = -0.01 X1 = 7.4 Cresid10 = -0.007 X1 = 7.4 Cresid10 = -0.007 X1 = 7.3 Cresid10 = -0.006 X1 = 7.3 Cresid10 = -0.006 X1 = 6.7 Cresid10 = -0.005 X1 = 6.7 Cresid10 = -0.005 X1 = 6.6 Cresid10 = -0.007 X1 = 6.6 Cresid10 = -0.007 X1 = 6.5 Cresid10 = -0.003 X1 = 6.5 Cresid10 = -0.003 X1 = 6.4 Cresid10 = -0.001 X1 = 6.4 Cresid10 = -0.001 X1 = 6.3 Cresid10 = 0.0025 X1 = 6.3 Cresid10 = 0.0025 X1 = 6 Cresid10 = 0.0048 X1 = 6 Cresid10 = 0.0048 X1 = 5.8 Cresid10 = 0.0125 X1 = 5.8 Cresid10 = 0.0125 X1 = 5.7 Cresid10 = -0.014 X1 = 5.7 Cresid10 = -0.014 X1 = 5.6 Cresid10 = -0.014 X1 = 5.6 Cresid10 = -0.014 X1 = 5.4 Cresid10 = -0.014 X1 = 5.4 Cresid10 = -0.014 X1 = 5.3 Cresid10 = -0.013 X1 = 5.3 Cresid10 = -0.013 X1 = 5.2 Cresid10 = -0.016 X1 = 5.2 Cresid10 = -0.016 X1 = 5.1 Cresid10 = -0.005 X1 = 5.1 Cresid10 = -0.005 X1 = 5 Cresid10 = -0.002 X1 = 5 Cresid10 = -0.002 X1 = 4.8 Cresid10 = -0.003 X1 = 4.8 Cresid10 = -0.003 X1 = 4.5 Cresid10 = 0.0131 X1 = 4.5 Cresid10 = 0.0131 X1 = 4.3 Cresid10 = 0.0116 X1 = 4.3 Cresid10 = 0.0116 X1 = 3.9 Cresid10 = 0.0209 X1 = 3.9 Cresid10 = 0.0209 X1 = 3.7 Cresid10 = 0.0202 X1 = 3.7 Cresid10 = 0.0202 X1 = 3.6 Cresid10 = 0.0169 X1 = 3.6 Cresid10 = 0.0169 X1 = 3.4 Cresid10 = 0.0101 X1 = 3.4 Cresid10 = 0.0101 X1 = 3.2 Cresid10 = 0.0058 X1 = 3.2 Cresid10 = 0.0058 X1 = 2.6 Cresid10 = 0.0042 X1 = 2.6 Cresid10 = 0.0042 X1 = 8.8 Cresid9 = -0.007 X1 = 8.8 Cresid9 = -0.007 X1 = 8.7 Cresid9 = 0.0031 X1 = 8.7 Cresid9 = 0.0031 X1 = 7.8 Cresid9 = 0.0025 X1 = 7.8 Cresid9 = 0.0025 X1 = 7.7 Cresid9 = 0.006 X1 = 7.7 Cresid9 = 0.006 X1 = 7.4 Cresid9 = 0.0085 X1 = 7.4 Cresid9 = 0.0085 X1 = 7.3 Cresid9 = 0.0108 X1 = 7.3 Cresid9 = 0.0108 X1 = 6.7 Cresid9 = 0.0114 X1 = 6.7 Cresid9 = 0.0114 X1 = 6.6 Cresid9 = 0.0134 X1 = 6.6 Cresid9 = 0.0134 X1 = 6.5 Cresid9 = 0.0111 X1 = 6.5 Cresid9 = 0.0111 X1 = 6.4 Cresid9 = 0.0155 X1 = 6.4 Cresid9 = 0.0155 X1 = 6.3 Cresid9 = 0.0152 X1 = 6.3 Cresid9 = 0.0152 X1 = 6 Cresid9 = 0.0086 X1 = 6 Cresid9 = 0.0086 X1 = 5.8 Cresid9 = -0.004 X1 = 5.8 Cresid9 = -0.004 X1 = 5.7 Cresid9 = 0.0044 X1 = 5.7 Cresid9 = 0.0044 X1 = 5.6 Cresid9 = 0.0063 X1 = 5.6 Cresid9 = 0.0063 X1 = 5.4 Cresid9 = 0.008 X1 = 5.4 Cresid9 = 0.008 X1 = 5.3 Cresid9 = 0.0104 X1 = 5.3 Cresid9 = 0.0104 X1 = 5.2 Cresid9 = 0.0133 X1 = 5.2 Cresid9 = 0.0133 X1 = 5.1 Cresid9 = 0.0012 X1 = 5.1 Cresid9 = 0.0012 X1 = 5 Cresid9 = -45E-5 X1 = 5 Cresid9 = -45E-5 X1 = 4.8 Cresid9 = -48E-5 X1 = 4.8 Cresid9 = -48E-5 X1 = 4.5 Cresid9 = -0.007 X1 = 4.5 Cresid9 = -0.007 X1 = 4.3 Cresid9 = -0.005 X1 = 4.3 Cresid9 = -0.005 X1 = 3.9 Cresid9 = -0.011 X1 = 3.9 Cresid9 = -0.011 X1 = 3.7 Cresid9 = -0.013 X1 = 3.7 Cresid9 = -0.013 X1 = 3.6 Cresid9 = -0.004 X1 = 3.6 Cresid9 = -0.004 X1 = 3.4 Cresid9 = -0.009 X1 = 3.4 Cresid9 = -0.009 X1 = 3.2 Cresid9 = 0.0016 X1 = 3.2 Cresid9 = 0.0016 X1 = 2.6 Cresid9 = 0.0053 X1 = 2.6 Cresid9 = 0.0053 X1 = 8.8 Cresid8 = -0.006 X1 = 8.8 Cresid8 = -0.006 X1 = 8.7 Cresid8 = -0.007 X1 = 8.7 Cresid8 = -0.007 X1 = 7.8 Cresid8 = -0.007 X1 = 7.8 Cresid8 = -0.007 X1 = 7.7 Cresid8 = -0.009 X1 = 7.7 Cresid8 = -0.009 X1 = 7.4 Cresid8 = -0.007 X1 = 7.4 Cresid8 = -0.007 X1 = 7.3 Cresid8 = -0.005 X1 = 7.3 Cresid8 = -0.005 X1 = 6.7 Cresid8 = -0.004 X1 = 6.7 Cresid8 = -0.004 X1 = 6.6 Cresid8 = -0.003 X1 = 6.6 Cresid8 = -0.003 X1 = 6.5 Cresid8 = -0.001 X1 = 6.5 Cresid8 = -0.001 X1 = 6.4 Cresid8 = 0.0013 X1 = 6.4 Cresid8 = 0.0013 X1 = 6.3 Cresid8 = 0.0033 X1 = 6.3 Cresid8 = 0.0033 X1 = 6 Cresid8 = -0.008 X1 = 6 Cresid8 = -0.008 X1 = 5.8 Cresid8 = 0.0045 X1 = 5.8 Cresid8 = 0.0045 X1 = 5.7 Cresid8 = 0.0101 X1 = 5.7 Cresid8 = 0.0101 X1 = 5.6 Cresid8 = 0.0105 X1 = 5.6 Cresid8 = 0.0105 X1 = 5.4 Cresid8 = 0.0092 X1 = 5.4 Cresid8 = 0.0092 X1 = 5.3 Cresid8 = 0.0101 X1 = 5.3 Cresid8 = 0.0101 X1 = 5.2 Cresid8 = 0.0091 X1 = 5.2 Cresid8 = 0.0091 X1 = 5.1 Cresid8 = 0.0164 X1 = 5.1 Cresid8 = 0.0164 X1 = 5 Cresid8 = 0.018 X1 = 5 Cresid8 = 0.018 X1 = 4.8 Cresid8 = 0.0197 X1 = 4.8 Cresid8 = 0.0197 X1 = 4.5 Cresid8 = 0.0201 X1 = 4.5 Cresid8 = 0.0201 X1 = 4.3 Cresid8 = 0.019 X1 = 4.3 Cresid8 = 0.019 X1 = 3.9 Cresid8 = 0.0117 X1 = 3.9 Cresid8 = 0.0117 X1 = 3.7 Cresid8 = 0.0108 X1 = 3.7 Cresid8 = 0.0108 X1 = 3.6 Cresid8 = 0.0048 X1 = 3.6 Cresid8 = 0.0048 X1 = 3.4 Cresid8 = 0.0189 X1 = 3.4 Cresid8 = 0.0189 X1 = 3.2 Cresid8 = 0.0075 X1 = 3.2 Cresid8 = 0.0075 X1 = 2.6 Cresid8 = -0.01 X1 = 2.6 Cresid8 = -0.01 X1 = 8.8 Cresid7 = 0.0095 X1 = 8.8 Cresid7 = 0.0095 X1 = 8.7 Cresid7 = 0.0086 X1 = 8.7 Cresid7 = 0.0086 X1 = 7.8 Cresid7 = 0.0059 X1 = 7.8 Cresid7 = 0.0059 X1 = 7.7 Cresid7 = 0.0081 X1 = 7.7 Cresid7 = 0.0081 X1 = 7.4 Cresid7 = 0.0079 X1 = 7.4 Cresid7 = 0.0079 X1 = 7.3 Cresid7 = 0.0091 X1 = 7.3 Cresid7 = 0.0091 X1 = 6.7 Cresid7 = 0.0097 X1 = 6.7 Cresid7 = 0.0097 X1 = 6.6 Cresid7 = 0.0114 X1 = 6.6 Cresid7 = 0.0114 X1 = 6.5 Cresid7 = 0.0103 X1 = 6.5 Cresid7 = 0.0103 X1 = 6.4 Cresid7 = 0.0085 X1 = 6.4 Cresid7 = 0.0085 X1 = 6.3 Cresid7 = 0.0044 X1 = 6.3 Cresid7 = 0.0044 X1 = 6 Cresid7 = -0.005 X1 = 6 Cresid7 = -0.005 X1 = 5.8 Cresid7 = -0.011 X1 = 5.8 Cresid7 = -0.011 X1 = 5.7 Cresid7 = 0.0012 X1 = 5.7 Cresid7 = 0.0012 X1 = 5.6 Cresid7 = -8E-5 X1 = 5.6 Cresid7 = -8E-5 X1 = 5.4 Cresid7 = -0.001 X1 = 5.4 Cresid7 = -0.001 X1 = 5.3 Cresid7 = -0.002 X1 = 5.3 Cresid7 = -0.002 X1 = 5.2 Cresid7 = -0.002 X1 = 5.2 Cresid7 = -0.002 X1 = 5.1 Cresid7 = -0.017 X1 = 5.1 Cresid7 = -0.017 X1 = 5 Cresid7 = -0.017 X1 = 5 Cresid7 = -0.017 X1 = 4.8 Cresid7 = -0.017 X1 = 4.8 Cresid7 = -0.017 X1 = 4.5 Cresid7 = -0.024 X1 = 4.5 Cresid7 = -0.024 X1 = 4.3 Cresid7 = -0.024 X1 = 4.3 Cresid7 = -0.024 X1 = 3.9 Cresid7 = -0.021 X1 = 3.9 Cresid7 = -0.021 X1 = 3.7 Cresid7 = -0.02 X1 = 3.7 Cresid7 = -0.02 X1 = 3.6 Cresid7 = -0.01 X1 = 3.6 Cresid7 = -0.01 X1 = 3.4 Cresid7 = -0.003 X1 = 3.4 Cresid7 = -0.003 X1 = 3.2 Cresid7 = 0.0004 X1 = 3.2 Cresid7 = 0.0004 X1 = 2.6 Cresid7 = -0.009 X1 = 2.6 Cresid7 = -0.009 X1 = 8.8 Cresid6 = 0.0083 X1 = 8.8 Cresid6 = 0.0083 X1 = 8.7 Cresid6 = 0.0066 X1 = 8.7 Cresid6 = 0.0066 X1 = 7.8 Cresid6 = 0.0086 X1 = 7.8 Cresid6 = 0.0086 X1 = 7.7 Cresid6 = 0.0121 X1 = 7.7 Cresid6 = 0.0121 X1 = 7.4 Cresid6 = 0.0125 X1 = 7.4 Cresid6 = 0.0125 X1 = 7.3 Cresid6 = 0.0113 X1 = 7.3 Cresid6 = 0.0113 X1 = 6.7 Cresid6 = 0.0092 X1 = 6.7 Cresid6 = 0.0092 X1 = 6.6 Cresid6 = 0.0097 X1 = 6.6 Cresid6 = 0.0097 X1 = 6.5 Cresid6 = 0.0083 X1 = 6.5 Cresid6 = 0.0083 X1 = 6.4 Cresid6 = 0.0046 X1 = 6.4 Cresid6 = 0.0046 X1 = 6.3 Cresid6 = 0.0037 X1 = 6.3 Cresid6 = 0.0037 X1 = 6 Cresid6 = 0.0025 X1 = 6 Cresid6 = 0.0025 X1 = 5.8 Cresid6 = -0.003 X1 = 5.8 Cresid6 = -0.003 X1 = 5.7 Cresid6 = -0.02 X1 = 5.7 Cresid6 = -0.02 X1 = 5.6 Cresid6 = -0.022 X1 = 5.6 Cresid6 = -0.022 X1 = 5.4 Cresid6 = -0.022 X1 = 5.4 Cresid6 = -0.022 X1 = 5.3 Cresid6 = -0.024 X1 = 5.3 Cresid6 = -0.024 X1 = 5.2 Cresid6 = -0.025 X1 = 5.2 Cresid6 = -0.025 X1 = 5.1 Cresid6 = -0.02 X1 = 5.1 Cresid6 = -0.02 X1 = 5 Cresid6 = -0.026 X1 = 5 Cresid6 = -0.026 X1 = 4.8 Cresid6 = -0.029 X1 = 4.8 Cresid6 = -0.029 X1 = 4.5 Cresid6 = -0.018 X1 = 4.5 Cresid6 = -0.018 X1 = 4.3 Cresid6 = -0.021 X1 = 4.3 Cresid6 = -0.021 X1 = 3.9 Cresid6 = -0.014 X1 = 3.9 Cresid6 = -0.014 X1 = 3.7 Cresid6 = -0.015 X1 = 3.7 Cresid6 = -0.015 X1 = 3.6 Cresid6 = -0.025 X1 = 3.6 Cresid6 = -0.025 X1 = 3.4 Cresid6 = -0.029 X1 = 3.4 Cresid6 = -0.029 X1 = 3.2 Cresid6 = -48E-5 X1 = 3.2 Cresid6 = -48E-5 X1 = 2.6 Cresid6 = 0.0123 X1 = 2.6 Cresid6 = 0.0123 X1 = 8.8 Cresid5 = 0.0058 X1 = 8.8 Cresid5 = 0.0058 X1 = 8.7 Cresid5 = -0.007 X1 = 8.7 Cresid5 = -0.007 X1 = 7.8 Cresid5 = -0.011 X1 = 7.8 Cresid5 = -0.011 X1 = 7.7 Cresid5 = -0.014 X1 = 7.7 Cresid5 = -0.014 X1 = 7.4 Cresid5 = -0.015 X1 = 7.4 Cresid5 = -0.015 X1 = 7.3 Cresid5 = -0.017 X1 = 7.3 Cresid5 = -0.017 X1 = 6.7 Cresid5 = -0.017 X1 = 6.7 Cresid5 = -0.017 X1 = 6.6 Cresid5 = -0.015 X1 = 6.6 Cresid5 = -0.015 X1 = 6.5 Cresid5 = -0.015 X1 = 6.5 Cresid5 = -0.015 X1 = 6.4 Cresid5 = -0.013 X1 = 6.4 Cresid5 = -0.013 X1 = 6.3 Cresid5 = -0.011 X1 = 6.3 Cresid5 = -0.011 X1 = 6 Cresid5 = -0.012 X1 = 6 Cresid5 = -0.012 X1 = 5.8 Cresid5 = -0.022 X1 = 5.8 Cresid5 = -0.022 X1 = 5.7 Cresid5 = -0.007 X1 = 5.7 Cresid5 = -0.007 X1 = 5.6 Cresid5 = -0.006 X1 = 5.6 Cresid5 = -0.006 X1 = 5.4 Cresid5 = -0.005 X1 = 5.4 Cresid5 = -0.005 X1 = 5.3 Cresid5 = -0.003 X1 = 5.3 Cresid5 = -0.003 X1 = 5.2 Cresid5 = -0.002 X1 = 5.2 Cresid5 = -0.002 X1 = 5.1 Cresid5 = -0.005 X1 = 5.1 Cresid5 = -0.005 X1 = 5 Cresid5 = .00058 X1 = 5 Cresid5 = .00058 X1 = 4.8 Cresid5 = 0.0043 X1 = 4.8 Cresid5 = 0.0043 X1 = 4.5 Cresid5 = 0.0107 X1 = 4.5 Cresid5 = 0.0107 X1 = 4.3 Cresid5 = 0.0122 X1 = 4.3 Cresid5 = 0.0122 X1 = 3.9 Cresid5 = 0.009 X1 = 3.9 Cresid5 = 0.009 X1 = 3.7 Cresid5 = 0.0141 X1 = 3.7 Cresid5 = 0.0141 X1 = 3.6 Cresid5 = 0.0226 X1 = 3.6 Cresid5 = 0.0226 X1 = 3.4 Cresid5 = 0.0171 X1 = 3.4 Cresid5 = 0.0171 X1 = 3.2 Cresid5 = 0.0243 X1 = 3.2 Cresid5 = 0.0243 X1 = 2.6 Cresid5 = 0.0132 X1 = 2.6 Cresid5 = 0.0132 X1 = 8.8 Cresid4 = -0.008 X1 = 8.8 Cresid4 = -0.008 X1 = 8.7 Cresid4 = -0.005 X1 = 8.7 Cresid4 = -0.005 X1 = 7.8 Cresid4 = -0.005 X1 = 7.8 Cresid4 = -0.005 X1 = 7.7 Cresid4 = -37E-5 X1 = 7.7 Cresid4 = -37E-5 X1 = 7.4 Cresid4 = 0.0017 X1 = 7.4 Cresid4 = 0.0017 X1 = 7.3 Cresid4 = 0.003 X1 = 7.3 Cresid4 = 0.003 X1 = 6.7 Cresid4 = 0.0041 X1 = 6.7 Cresid4 = 0.0041 X1 = 6.6 Cresid4 = 0.0049 X1 = 6.6 Cresid4 = 0.0049 X1 = 6.5 Cresid4 = 0.0044 X1 = 6.5 Cresid4 = 0.0044 X1 = 6.4 Cresid4 = 0.006 X1 = 6.4 Cresid4 = 0.006 X1 = 6.3 Cresid4 = 0.008 X1 = 6.3 Cresid4 = 0.008 X1 = 6 Cresid4 = -0.001 X1 = 6 Cresid4 = -0.001 X1 = 5.8 Cresid4 = 0.0076 X1 = 5.8 Cresid4 = 0.0076 X1 = 5.7 Cresid4 = 0.0181 X1 = 5.7 Cresid4 = 0.0181 X1 = 5.6 Cresid4 = 0.0189 X1 = 5.6 Cresid4 = 0.0189 X1 = 5.4 Cresid4 = 0.0183 X1 = 5.4 Cresid4 = 0.0183 X1 = 5.3 Cresid4 = 0.0184 X1 = 5.3 Cresid4 = 0.0184 X1 = 5.2 Cresid4 = 0.02 X1 = 5.2 Cresid4 = 0.02 X1 = 5.1 Cresid4 = 0.0164 X1 = 5.1 Cresid4 = 0.0164 X1 = 5 Cresid4 = 0.0135 X1 = 5 Cresid4 = 0.0135 X1 = 4.8 Cresid4 = 0.0134 X1 = 4.8 Cresid4 = 0.0134 X1 = 4.5 Cresid4 = 0.0084 X1 = 4.5 Cresid4 = 0.0084 X1 = 4.3 Cresid4 = 0.0095 X1 = 4.3 Cresid4 = 0.0095 X1 = 3.9 Cresid4 = -0.002 X1 = 3.9 Cresid4 = -0.002 X1 = 3.7 Cresid4 = .00048 X1 = 3.7 Cresid4 = .00048 X1 = 3.6 Cresid4 = .00034 X1 = 3.6 Cresid4 = .00034 X1 = 3.4 Cresid4 = 0.0022 X1 = 3.4 Cresid4 = 0.0022 X1 = 3.2 Cresid4 = -0.015 X1 = 3.2 Cresid4 = -0.015 X1 = 2.6 Cresid4 = .00076 X1 = 2.6 Cresid4 = .00076 X1 = 8.8 Cresid3 = -0.008 X1 = 8.8 Cresid3 = -0.008 X1 = 8.7 Cresid3 = .00074 X1 = 8.7 Cresid3 = .00074 X1 = 7.8 Cresid3 = 0.0035 X1 = 7.8 Cresid3 = 0.0035 X1 = 7.7 Cresid3 = 0.0068 X1 = 7.7 Cresid3 = 0.0068 X1 = 7.4 Cresid3 = 0.0064 X1 = 7.4 Cresid3 = 0.0064 X1 = 7.3 Cresid3 = 0.0061 X1 = 7.3 Cresid3 = 0.0061 X1 = 6.7 Cresid3 = 0.0067 X1 = 6.7 Cresid3 = 0.0067 X1 = 6.6 Cresid3 = 0.0067 X1 = 6.6 Cresid3 = 0.0067 X1 = 6.5 Cresid3 = 0.0057 X1 = 6.5 Cresid3 = 0.0057 X1 = 6.4 Cresid3 = 0.0068 X1 = 6.4 Cresid3 = 0.0068 X1 = 6.3 Cresid3 = 0.0042 X1 = 6.3 Cresid3 = 0.0042 X1 = 6 Cresid3 = 0.0113 X1 = 6 Cresid3 = 0.0113 X1 = 5.8 Cresid3 = 0.0187 X1 = 5.8 Cresid3 = 0.0187 X1 = 5.7 Cresid3 = 0.0096 X1 = 5.7 Cresid3 = 0.0096 X1 = 5.6 Cresid3 = 0.0097 X1 = 5.6 Cresid3 = 0.0097 X1 = 5.4 Cresid3 = 0.0122 X1 = 5.4 Cresid3 = 0.0122 X1 = 5.3 Cresid3 = 0.014 X1 = 5.3 Cresid3 = 0.014 X1 = 5.2 Cresid3 = 0.0162 X1 = 5.2 Cresid3 = 0.0162 X1 = 5.1 Cresid3 = 0.0129 X1 = 5.1 Cresid3 = 0.0129 X1 = 5 Cresid3 = 0.0143 X1 = 5 Cresid3 = 0.0143 X1 = 4.8 Cresid3 = 0.0139 X1 = 4.8 Cresid3 = 0.0139 X1 = 4.5 Cresid3 = 0.0044 X1 = 4.5 Cresid3 = 0.0044 X1 = 4.3 Cresid3 = 0.0098 X1 = 4.3 Cresid3 = 0.0098 X1 = 3.9 Cresid3 = -0.005 X1 = 3.9 Cresid3 = -0.005 X1 = 3.7 Cresid3 = -0.002 X1 = 3.7 Cresid3 = -0.002 X1 = 3.6 Cresid3 = 0.0013 X1 = 3.6 Cresid3 = 0.0013 X1 = 3.4 Cresid3 = 0.0013 X1 = 3.4 Cresid3 = 0.0013 X1 = 3.2 Cresid3 = -0.024 X1 = 3.2 Cresid3 = -0.024 X1 = 2.6 Cresid3 = -0.018 X1 = 2.6 Cresid3 = -0.018 X1 = 8.8 Cresid2 = -0.008 X1 = 8.8 Cresid2 = -0.008 X1 = 8.7 Cresid2 = -0.019 X1 = 8.7 Cresid2 = -0.019 X1 = 7.8 Cresid2 = -0.012 X1 = 7.8 Cresid2 = -0.012 X1 = 7.7 Cresid2 = -0.005 X1 = 7.7 Cresid2 = -0.005 X1 = 7.4 Cresid2 = -0.004 X1 = 7.4 Cresid2 = -0.004 X1 = 7.3 Cresid2 = -0.004 X1 = 7.3 Cresid2 = -0.004 X1 = 6.7 Cresid2 = -0.005 X1 = 6.7 Cresid2 = -0.005 X1 = 6.6 Cresid2 = -0.005 X1 = 6.6 Cresid2 = -0.005 X1 = 6.5 Cresid2 = -0.005 X1 = 6.5 Cresid2 = -0.005 X1 = 6.4 Cresid2 = -0.01 X1 = 6.4 Cresid2 = -0.01 X1 = 6.3 Cresid2 = -0.008 X1 = 6.3 Cresid2 = -0.008 X1 = 6 Cresid2 = -0.01 X1 = 6 Cresid2 = -0.01 X1 = 5.8 Cresid2 = -0.013 X1 = 5.8 Cresid2 = -0.013 X1 = 5.7 Cresid2 = 0.0095 X1 = 5.7 Cresid2 = 0.0095 X1 = 5.6 Cresid2 = 0.008 X1 = 5.6 Cresid2 = 0.008 X1 = 5.4 Cresid2 = 0.0077 X1 = 5.4 Cresid2 = 0.0077 X1 = 5.3 Cresid2 = 0.0063 X1 = 5.3 Cresid2 = 0.0063 X1 = 5.2 Cresid2 = 0.0061 X1 = 5.2 Cresid2 = 0.0061 X1 = 5.1 Cresid2 = 0.0113 X1 = 5.1 Cresid2 = 0.0113 X1 = 5 Cresid2 = 0.0125 X1 = 5 Cresid2 = 0.0125 X1 = 4.8 Cresid2 = 0.012 X1 = 4.8 Cresid2 = 0.012 X1 = 4.5 Cresid2 = 0.0201 X1 = 4.5 Cresid2 = 0.0201 X1 = 4.3 Cresid2 = 0.0219 X1 = 4.3 Cresid2 = 0.0219 X1 = 3.9 Cresid2 = 0.0233 X1 = 3.9 Cresid2 = 0.0233 X1 = 3.7 Cresid2 = 0.0243 X1 = 3.7 Cresid2 = 0.0243 X1 = 3.6 Cresid2 = 0.0209 X1 = 3.6 Cresid2 = 0.0209 X1 = 3.4 Cresid2 = 0.0145 X1 = 3.4 Cresid2 = 0.0145 X1 = 3.2 Cresid2 = 0.0066 X1 = 3.2 Cresid2 = 0.0066 X1 = 2.6 Cresid2 = 0.0078 X1 = 2.6 Cresid2 = 0.0078 X1 = 8.8 Cresid1 = -0.005 X1 = 8.8 Cresid1 = -0.005 X1 = 8.7 Cresid1 = -0.009 X1 = 8.7 Cresid1 = -0.009 X1 = 7.8 Cresid1 = -0.003 X1 = 7.8 Cresid1 = -0.003 X1 = 7.7 Cresid1 = -0.002 X1 = 7.7 Cresid1 = -0.002 X1 = 7.4 Cresid1 = -0.001 X1 = 7.4 Cresid1 = -0.001 X1 = 7.3 Cresid1 = -72E-6 X1 = 7.3 Cresid1 = -72E-6 X1 = 6.7 Cresid1 = 0.0021 X1 = 6.7 Cresid1 = 0.0021 X1 = 6.6 Cresid1 = .00099 X1 = 6.6 Cresid1 = .00099 X1 = 6.5 Cresid1 = 0.0013 X1 = 6.5 Cresid1 = 0.0013 X1 = 6.4 Cresid1 = 0.0033 X1 = 6.4 Cresid1 = 0.0033 X1 = 6.3 Cresid1 = 0.0042 X1 = 6.3 Cresid1 = 0.0042 X1 = 6 Cresid1 = 0.0083 X1 = 6 Cresid1 = 0.0083 X1 = 5.8 Cresid1 = 0.0011 X1 = 5.8 Cresid1 = 0.0011 X1 = 5.7 Cresid1 = 0.0102 X1 = 5.7 Cresid1 = 0.0102 X1 = 5.6 Cresid1 = 0.0094 X1 = 5.6 Cresid1 = 0.0094 X1 = 5.4 Cresid1 = 0.0105 X1 = 5.4 Cresid1 = 0.0105 X1 = 5.3 Cresid1 = 0.0127 X1 = 5.3 Cresid1 = 0.0127 X1 = 5.2 Cresid1 = 0.0147 X1 = 5.2 Cresid1 = 0.0147 X1 = 5.1 Cresid1 = 0.0032 X1 = 5.1 Cresid1 = 0.0032 X1 = 5 Cresid1 = 0.0049 X1 = 5 Cresid1 = 0.0049 X1 = 4.8 Cresid1 = 0.0059 X1 = 4.8 Cresid1 = 0.0059 X1 = 4.5 Cresid1 = -0.013 X1 = 4.5 Cresid1 = -0.013 X1 = 4.3 Cresid1 = -0.008 X1 = 4.3 Cresid1 = -0.008 X1 = 3.9 Cresid1 = -0.01 X1 = 3.9 Cresid1 = -0.01 X1 = 3.7 Cresid1 = -0.006 X1 = 3.7 Cresid1 = -0.006 X1 = 3.6 Cresid1 = 0.0084 X1 = 3.6 Cresid1 = 0.0084 X1 = 3.4 Cresid1 = 0.0127 X1 = 3.4 Cresid1 = 0.0127 X1 = 3.2 Cresid1 = 0.0094 X1 = 3.2 Cresid1 = 0.0094 X1 = 2.6 Cresid1 = 0.0144 X1 = 2.6 Cresid1 = 0.0144
Cumulative Residual Plot for X1

X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6 Cumulative Residuals = 0.0078 X1 = 6 Cumulative Residuals = 0.0078 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 8.8 Cresid2 = -0.008 X1 = 8.8 Cresid2 = -0.008 X1 = 8.7 Cresid2 = -0.019 X1 = 8.7 Cresid2 = -0.019 X1 = 7.8 Cresid2 = -0.012 X1 = 7.8 Cresid2 = -0.012 X1 = 7.7 Cresid2 = -0.005 X1 = 7.7 Cresid2 = -0.005 X1 = 7.4 Cresid2 = -0.004 X1 = 7.4 Cresid2 = -0.004 X1 = 7.3 Cresid2 = -0.004 X1 = 7.3 Cresid2 = -0.004 X1 = 6.7 Cresid2 = -0.005 X1 = 6.7 Cresid2 = -0.005 X1 = 6.6 Cresid2 = -0.005 X1 = 6.6 Cresid2 = -0.005 X1 = 6.5 Cresid2 = -0.005 X1 = 6.5 Cresid2 = -0.005 X1 = 6.4 Cresid2 = -0.01 X1 = 6.4 Cresid2 = -0.01 X1 = 6.3 Cresid2 = -0.008 X1 = 6.3 Cresid2 = -0.008 X1 = 6 Cresid2 = -0.01 X1 = 6 Cresid2 = -0.01 X1 = 5.8 Cresid2 = -0.013 X1 = 5.8 Cresid2 = -0.013 X1 = 5.7 Cresid2 = 0.0095 X1 = 5.7 Cresid2 = 0.0095 X1 = 5.6 Cresid2 = 0.008 X1 = 5.6 Cresid2 = 0.008 X1 = 5.4 Cresid2 = 0.0077 X1 = 5.4 Cresid2 = 0.0077 X1 = 5.3 Cresid2 = 0.0063 X1 = 5.3 Cresid2 = 0.0063 X1 = 5.2 Cresid2 = 0.0061 X1 = 5.2 Cresid2 = 0.0061 X1 = 5.1 Cresid2 = 0.0113 X1 = 5.1 Cresid2 = 0.0113 X1 = 5 Cresid2 = 0.0125 X1 = 5 Cresid2 = 0.0125 X1 = 4.8 Cresid2 = 0.012 X1 = 4.8 Cresid2 = 0.012 X1 = 4.5 Cresid2 = 0.0201 X1 = 4.5 Cresid2 = 0.0201 X1 = 4.3 Cresid2 = 0.0219 X1 = 4.3 Cresid2 = 0.0219 X1 = 3.9 Cresid2 = 0.0233 X1 = 3.9 Cresid2 = 0.0233 X1 = 3.7 Cresid2 = 0.0243 X1 = 3.7 Cresid2 = 0.0243 X1 = 3.6 Cresid2 = 0.0209 X1 = 3.6 Cresid2 = 0.0209 X1 = 3.4 Cresid2 = 0.0145 X1 = 3.4 Cresid2 = 0.0145 X1 = 3.2 Cresid2 = 0.0066 X1 = 3.2 Cresid2 = 0.0066 X1 = 2.6 Cresid2 = 0.0078 X1 = 2.6 Cresid2 = 0.0078 X1 = 8.8 Cresid1 = -0.005 X1 = 8.8 Cresid1 = -0.005 X1 = 8.7 Cresid1 = -0.009 X1 = 8.7 Cresid1 = -0.009 X1 = 7.8 Cresid1 = -0.003 X1 = 7.8 Cresid1 = -0.003 X1 = 7.7 Cresid1 = -0.002 X1 = 7.7 Cresid1 = -0.002 X1 = 7.4 Cresid1 = -0.001 X1 = 7.4 Cresid1 = -0.001 X1 = 7.3 Cresid1 = -72E-6 X1 = 7.3 Cresid1 = -72E-6 X1 = 6.7 Cresid1 = 0.0021 X1 = 6.7 Cresid1 = 0.0021 X1 = 6.6 Cresid1 = .00099 X1 = 6.6 Cresid1 = .00099 X1 = 6.5 Cresid1 = 0.0013 X1 = 6.5 Cresid1 = 0.0013 X1 = 6.4 Cresid1 = 0.0033 X1 = 6.4 Cresid1 = 0.0033 X1 = 6.3 Cresid1 = 0.0042 X1 = 6.3 Cresid1 = 0.0042 X1 = 6 Cresid1 = 0.0083 X1 = 6 Cresid1 = 0.0083 X1 = 5.8 Cresid1 = 0.0011 X1 = 5.8 Cresid1 = 0.0011 X1 = 5.7 Cresid1 = 0.0102 X1 = 5.7 Cresid1 = 0.0102 X1 = 5.6 Cresid1 = 0.0094 X1 = 5.6 Cresid1 = 0.0094 X1 = 5.4 Cresid1 = 0.0105 X1 = 5.4 Cresid1 = 0.0105 X1 = 5.3 Cresid1 = 0.0127 X1 = 5.3 Cresid1 = 0.0127 X1 = 5.2 Cresid1 = 0.0147 X1 = 5.2 Cresid1 = 0.0147 X1 = 5.1 Cresid1 = 0.0032 X1 = 5.1 Cresid1 = 0.0032 X1 = 5 Cresid1 = 0.0049 X1 = 5 Cresid1 = 0.0049 X1 = 4.8 Cresid1 = 0.0059 X1 = 4.8 Cresid1 = 0.0059 X1 = 4.5 Cresid1 = -0.013 X1 = 4.5 Cresid1 = -0.013 X1 = 4.3 Cresid1 = -0.008 X1 = 4.3 Cresid1 = -0.008 X1 = 3.9 Cresid1 = -0.01 X1 = 3.9 Cresid1 = -0.01 X1 = 3.7 Cresid1 = -0.006 X1 = 3.7 Cresid1 = -0.006 X1 = 3.6 Cresid1 = 0.0084 X1 = 3.6 Cresid1 = 0.0084 X1 = 3.4 Cresid1 = 0.0127 X1 = 3.4 Cresid1 = 0.0127 X1 = 3.2 Cresid1 = 0.0094 X1 = 3.2 Cresid1 = 0.0094 X1 = 2.6 Cresid1 = 0.0144 X1 = 2.6 Cresid1 = 0.0144 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6 Cumulative Residuals = 0.0078 X1 = 6 Cumulative Residuals = 0.0078 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 8.8 Cresid4 = -0.008 X1 = 8.8 Cresid4 = -0.008 X1 = 8.7 Cresid4 = -0.005 X1 = 8.7 Cresid4 = -0.005 X1 = 7.8 Cresid4 = -0.005 X1 = 7.8 Cresid4 = -0.005 X1 = 7.7 Cresid4 = -37E-5 X1 = 7.7 Cresid4 = -37E-5 X1 = 7.4 Cresid4 = 0.0017 X1 = 7.4 Cresid4 = 0.0017 X1 = 7.3 Cresid4 = 0.003 X1 = 7.3 Cresid4 = 0.003 X1 = 6.7 Cresid4 = 0.0041 X1 = 6.7 Cresid4 = 0.0041 X1 = 6.6 Cresid4 = 0.0049 X1 = 6.6 Cresid4 = 0.0049 X1 = 6.5 Cresid4 = 0.0044 X1 = 6.5 Cresid4 = 0.0044 X1 = 6.4 Cresid4 = 0.006 X1 = 6.4 Cresid4 = 0.006 X1 = 6.3 Cresid4 = 0.008 X1 = 6.3 Cresid4 = 0.008 X1 = 6 Cresid4 = -0.001 X1 = 6 Cresid4 = -0.001 X1 = 5.8 Cresid4 = 0.0076 X1 = 5.8 Cresid4 = 0.0076 X1 = 5.7 Cresid4 = 0.0181 X1 = 5.7 Cresid4 = 0.0181 X1 = 5.6 Cresid4 = 0.0189 X1 = 5.6 Cresid4 = 0.0189 X1 = 5.4 Cresid4 = 0.0183 X1 = 5.4 Cresid4 = 0.0183 X1 = 5.3 Cresid4 = 0.0184 X1 = 5.3 Cresid4 = 0.0184 X1 = 5.2 Cresid4 = 0.02 X1 = 5.2 Cresid4 = 0.02 X1 = 5.1 Cresid4 = 0.0164 X1 = 5.1 Cresid4 = 0.0164 X1 = 5 Cresid4 = 0.0135 X1 = 5 Cresid4 = 0.0135 X1 = 4.8 Cresid4 = 0.0134 X1 = 4.8 Cresid4 = 0.0134 X1 = 4.5 Cresid4 = 0.0084 X1 = 4.5 Cresid4 = 0.0084 X1 = 4.3 Cresid4 = 0.0095 X1 = 4.3 Cresid4 = 0.0095 X1 = 3.9 Cresid4 = -0.002 X1 = 3.9 Cresid4 = -0.002 X1 = 3.7 Cresid4 = .00048 X1 = 3.7 Cresid4 = .00048 X1 = 3.6 Cresid4 = .00034 X1 = 3.6 Cresid4 = .00034 X1 = 3.4 Cresid4 = 0.0022 X1 = 3.4 Cresid4 = 0.0022 X1 = 3.2 Cresid4 = -0.015 X1 = 3.2 Cresid4 = -0.015 X1 = 2.6 Cresid4 = .00076 X1 = 2.6 Cresid4 = .00076 X1 = 8.8 Cresid3 = -0.008 X1 = 8.8 Cresid3 = -0.008 X1 = 8.7 Cresid3 = .00074 X1 = 8.7 Cresid3 = .00074 X1 = 7.8 Cresid3 = 0.0035 X1 = 7.8 Cresid3 = 0.0035 X1 = 7.7 Cresid3 = 0.0068 X1 = 7.7 Cresid3 = 0.0068 X1 = 7.4 Cresid3 = 0.0064 X1 = 7.4 Cresid3 = 0.0064 X1 = 7.3 Cresid3 = 0.0061 X1 = 7.3 Cresid3 = 0.0061 X1 = 6.7 Cresid3 = 0.0067 X1 = 6.7 Cresid3 = 0.0067 X1 = 6.6 Cresid3 = 0.0067 X1 = 6.6 Cresid3 = 0.0067 X1 = 6.5 Cresid3 = 0.0057 X1 = 6.5 Cresid3 = 0.0057 X1 = 6.4 Cresid3 = 0.0068 X1 = 6.4 Cresid3 = 0.0068 X1 = 6.3 Cresid3 = 0.0042 X1 = 6.3 Cresid3 = 0.0042 X1 = 6 Cresid3 = 0.0113 X1 = 6 Cresid3 = 0.0113 X1 = 5.8 Cresid3 = 0.0187 X1 = 5.8 Cresid3 = 0.0187 X1 = 5.7 Cresid3 = 0.0096 X1 = 5.7 Cresid3 = 0.0096 X1 = 5.6 Cresid3 = 0.0097 X1 = 5.6 Cresid3 = 0.0097 X1 = 5.4 Cresid3 = 0.0122 X1 = 5.4 Cresid3 = 0.0122 X1 = 5.3 Cresid3 = 0.014 X1 = 5.3 Cresid3 = 0.014 X1 = 5.2 Cresid3 = 0.0162 X1 = 5.2 Cresid3 = 0.0162 X1 = 5.1 Cresid3 = 0.0129 X1 = 5.1 Cresid3 = 0.0129 X1 = 5 Cresid3 = 0.0143 X1 = 5 Cresid3 = 0.0143 X1 = 4.8 Cresid3 = 0.0139 X1 = 4.8 Cresid3 = 0.0139 X1 = 4.5 Cresid3 = 0.0044 X1 = 4.5 Cresid3 = 0.0044 X1 = 4.3 Cresid3 = 0.0098 X1 = 4.3 Cresid3 = 0.0098 X1 = 3.9 Cresid3 = -0.005 X1 = 3.9 Cresid3 = -0.005 X1 = 3.7 Cresid3 = -0.002 X1 = 3.7 Cresid3 = -0.002 X1 = 3.6 Cresid3 = 0.0013 X1 = 3.6 Cresid3 = 0.0013 X1 = 3.4 Cresid3 = 0.0013 X1 = 3.4 Cresid3 = 0.0013 X1 = 3.2 Cresid3 = -0.024 X1 = 3.2 Cresid3 = -0.024 X1 = 2.6 Cresid3 = -0.018 X1 = 2.6 Cresid3 = -0.018 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6 Cumulative Residuals = 0.0078 X1 = 6 Cumulative Residuals = 0.0078 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 8.8 Cresid6 = 0.0083 X1 = 8.8 Cresid6 = 0.0083 X1 = 8.7 Cresid6 = 0.0066 X1 = 8.7 Cresid6 = 0.0066 X1 = 7.8 Cresid6 = 0.0086 X1 = 7.8 Cresid6 = 0.0086 X1 = 7.7 Cresid6 = 0.0121 X1 = 7.7 Cresid6 = 0.0121 X1 = 7.4 Cresid6 = 0.0125 X1 = 7.4 Cresid6 = 0.0125 X1 = 7.3 Cresid6 = 0.0113 X1 = 7.3 Cresid6 = 0.0113 X1 = 6.7 Cresid6 = 0.0092 X1 = 6.7 Cresid6 = 0.0092 X1 = 6.6 Cresid6 = 0.0097 X1 = 6.6 Cresid6 = 0.0097 X1 = 6.5 Cresid6 = 0.0083 X1 = 6.5 Cresid6 = 0.0083 X1 = 6.4 Cresid6 = 0.0046 X1 = 6.4 Cresid6 = 0.0046 X1 = 6.3 Cresid6 = 0.0037 X1 = 6.3 Cresid6 = 0.0037 X1 = 6 Cresid6 = 0.0025 X1 = 6 Cresid6 = 0.0025 X1 = 5.8 Cresid6 = -0.003 X1 = 5.8 Cresid6 = -0.003 X1 = 5.7 Cresid6 = -0.02 X1 = 5.7 Cresid6 = -0.02 X1 = 5.6 Cresid6 = -0.022 X1 = 5.6 Cresid6 = -0.022 X1 = 5.4 Cresid6 = -0.022 X1 = 5.4 Cresid6 = -0.022 X1 = 5.3 Cresid6 = -0.024 X1 = 5.3 Cresid6 = -0.024 X1 = 5.2 Cresid6 = -0.025 X1 = 5.2 Cresid6 = -0.025 X1 = 5.1 Cresid6 = -0.02 X1 = 5.1 Cresid6 = -0.02 X1 = 5 Cresid6 = -0.026 X1 = 5 Cresid6 = -0.026 X1 = 4.8 Cresid6 = -0.029 X1 = 4.8 Cresid6 = -0.029 X1 = 4.5 Cresid6 = -0.018 X1 = 4.5 Cresid6 = -0.018 X1 = 4.3 Cresid6 = -0.021 X1 = 4.3 Cresid6 = -0.021 X1 = 3.9 Cresid6 = -0.014 X1 = 3.9 Cresid6 = -0.014 X1 = 3.7 Cresid6 = -0.015 X1 = 3.7 Cresid6 = -0.015 X1 = 3.6 Cresid6 = -0.025 X1 = 3.6 Cresid6 = -0.025 X1 = 3.4 Cresid6 = -0.029 X1 = 3.4 Cresid6 = -0.029 X1 = 3.2 Cresid6 = -48E-5 X1 = 3.2 Cresid6 = -48E-5 X1 = 2.6 Cresid6 = 0.0123 X1 = 2.6 Cresid6 = 0.0123 X1 = 8.8 Cresid5 = 0.0058 X1 = 8.8 Cresid5 = 0.0058 X1 = 8.7 Cresid5 = -0.007 X1 = 8.7 Cresid5 = -0.007 X1 = 7.8 Cresid5 = -0.011 X1 = 7.8 Cresid5 = -0.011 X1 = 7.7 Cresid5 = -0.014 X1 = 7.7 Cresid5 = -0.014 X1 = 7.4 Cresid5 = -0.015 X1 = 7.4 Cresid5 = -0.015 X1 = 7.3 Cresid5 = -0.017 X1 = 7.3 Cresid5 = -0.017 X1 = 6.7 Cresid5 = -0.017 X1 = 6.7 Cresid5 = -0.017 X1 = 6.6 Cresid5 = -0.015 X1 = 6.6 Cresid5 = -0.015 X1 = 6.5 Cresid5 = -0.015 X1 = 6.5 Cresid5 = -0.015 X1 = 6.4 Cresid5 = -0.013 X1 = 6.4 Cresid5 = -0.013 X1 = 6.3 Cresid5 = -0.011 X1 = 6.3 Cresid5 = -0.011 X1 = 6 Cresid5 = -0.012 X1 = 6 Cresid5 = -0.012 X1 = 5.8 Cresid5 = -0.022 X1 = 5.8 Cresid5 = -0.022 X1 = 5.7 Cresid5 = -0.007 X1 = 5.7 Cresid5 = -0.007 X1 = 5.6 Cresid5 = -0.006 X1 = 5.6 Cresid5 = -0.006 X1 = 5.4 Cresid5 = -0.005 X1 = 5.4 Cresid5 = -0.005 X1 = 5.3 Cresid5 = -0.003 X1 = 5.3 Cresid5 = -0.003 X1 = 5.2 Cresid5 = -0.002 X1 = 5.2 Cresid5 = -0.002 X1 = 5.1 Cresid5 = -0.005 X1 = 5.1 Cresid5 = -0.005 X1 = 5 Cresid5 = .00058 X1 = 5 Cresid5 = .00058 X1 = 4.8 Cresid5 = 0.0043 X1 = 4.8 Cresid5 = 0.0043 X1 = 4.5 Cresid5 = 0.0107 X1 = 4.5 Cresid5 = 0.0107 X1 = 4.3 Cresid5 = 0.0122 X1 = 4.3 Cresid5 = 0.0122 X1 = 3.9 Cresid5 = 0.009 X1 = 3.9 Cresid5 = 0.009 X1 = 3.7 Cresid5 = 0.0141 X1 = 3.7 Cresid5 = 0.0141 X1 = 3.6 Cresid5 = 0.0226 X1 = 3.6 Cresid5 = 0.0226 X1 = 3.4 Cresid5 = 0.0171 X1 = 3.4 Cresid5 = 0.0171 X1 = 3.2 Cresid5 = 0.0243 X1 = 3.2 Cresid5 = 0.0243 X1 = 2.6 Cresid5 = 0.0132 X1 = 2.6 Cresid5 = 0.0132 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.8 Cumulative Residuals = 0.0086 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 8.7 Cumulative Residuals = 0.016 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.8 Cumulative Residuals = 0.0105 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.7 Cumulative Residuals = 0.0128 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.4 Cumulative Residuals = 0.0135 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 7.3 Cumulative Residuals = 0.0137 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.7 Cumulative Residuals = 0.0128 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.6 Cumulative Residuals = 0.0133 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.5 Cumulative Residuals = 0.0134 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.4 Cumulative Residuals = 0.0157 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6.3 Cumulative Residuals = 0.0141 X1 = 6 Cumulative Residuals = 0.0078 X1 = 6 Cumulative Residuals = 0.0078 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.8 Cumulative Residuals = 0.0238 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.7 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.6 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.4 Cumulative Residuals = -0.005 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.3 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.2 Cumulative Residuals = -0.004 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5.1 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 5 Cumulative Residuals = -0.013 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.8 Cumulative Residuals = -0.011 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.5 Cumulative Residuals = -0.024 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 4.3 Cumulative Residuals = -0.026 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.9 Cumulative Residuals = -0.038 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.7 Cumulative Residuals = -0.037 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.6 Cumulative Residuals = -0.017 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.4 Cumulative Residuals = -0.009 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 3.2 Cumulative Residuals = -0.023 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 2.6 Cumulative Residuals = -0.013 X1 = 8.8 Cresid8 = -0.006 X1 = 8.8 Cresid8 = -0.006 X1 = 8.7 Cresid8 = -0.007 X1 = 8.7 Cresid8 = -0.007 X1 = 7.8 Cresid8 = -0.007 X1 = 7.8 Cresid8 = -0.007 X1 = 7.7 Cresid8 = -0.009 X1 = 7.7 Cresid8 = -0.009 X1 = 7.4 Cresid8 = -0.007 X1 = 7.4 Cresid8 = -0.007 X1 = 7.3 Cresid8 = -0.005 X1 = 7.3 Cresid8 = -0.005 X1 = 6.7 Cresid8 = -0.004 X1 = 6.7 Cresid8 = -0.004 X1 = 6.6 Cresid8 = -0.003 X1 = 6.6 Cresid8 = -0.003 X1 = 6.5 Cresid8 = -0.001 X1 = 6.5 Cresid8 = -0.001 X1 = 6.4 Cresid8 = 0.0013 X1 = 6.4 Cresid8 = 0.0013 X1 = 6.3 Cresid8 = 0.0033 X1 = 6.3 Cresid8 = 0.0033 X1 = 6 Cresid8 = -0.008 X1 = 6 Cresid8 = -0.008 X1 = 5.8 Cresid8 = 0.0045 X1 = 5.8 Cresid8 = 0.0045 X1 = 5.7 Cresid8 = 0.0101 X1 = 5.7 Cresid8 = 0.0101 X1 = 5.6 Cresid8 = 0.0105 X1 = 5.6 Cresid8 = 0.0105 X1 = 5.4 Cresid8 = 0.0092 X1 = 5.4 Cresid8 = 0.0092 X1 = 5.3 Cresid8 = 0.0101 X1 = 5.3 Cresid8 = 0.0101 X1 = 5.2 Cresid8 = 0.0091 X1 = 5.2 Cresid8 = 0.0091 X1 = 5.1 Cresid8 = 0.0164 X1 = 5.1 Cresid8 = 0.0164 X1 = 5 Cresid8 = 0.018 X1 = 5 Cresid8 = 0.018 X1 = 4.8 Cresid8 = 0.0197 X1 = 4.8 Cresid8 = 0.0197 X1 = 4.5 Cresid8 = 0.0201 X1 = 4.5 Cresid8 = 0.0201 X1 = 4.3 Cresid8 = 0.019 X1 = 4.3 Cresid8 = 0.019 X1 = 3.9 Cresid8 = 0.0117 X1 = 3.9 Cresid8 = 0.0117 X1 = 3.7 Cresid8 = 0.0108 X1 = 3.7 Cresid8 = 0.0108 X1 = 3.6 Cresid8 = 0.0048 X1 = 3.6 Cresid8 = 0.0048 X1 = 3.4 Cresid8 = 0.0189 X1 = 3.4 Cresid8 = 0.0189 X1 = 3.2 Cresid8 = 0.0075 X1 = 3.2 Cresid8 = 0.0075 X1 = 2.6 Cresid8 = -0.01 X1 = 2.6 Cresid8 = -0.01 X1 = 8.8 Cresid7 = 0.0095 X1 = 8.8 Cresid7 = 0.0095 X1 = 8.7 Cresid7 = 0.0086 X1 = 8.7 Cresid7 = 0.0086 X1 = 7.8 Cresid7 = 0.0059 X1 = 7.8 Cresid7 = 0.0059 X1 = 7.7 Cresid7 = 0.0081 X1 = 7.7 Cresid7 = 0.0081 X1 = 7.4 Cresid7 = 0.0079 X1 = 7.4 Cresid7 = 0.0079 X1 = 7.3 Cresid7 = 0.0091 X1 = 7.3 Cresid7 = 0.0091 X1 = 6.7 Cresid7 = 0.0097 X1 = 6.7 Cresid7 = 0.0097 X1 = 6.6 Cresid7 = 0.0114 X1 = 6.6 Cresid7 = 0.0114 X1 = 6.5 Cresid7 = 0.0103 X1 = 6.5 Cresid7 = 0.0103 X1 = 6.4 Cresid7 = 0.0085 X1 = 6.4 Cresid7 = 0.0085 X1 = 6.3 Cresid7 = 0.0044 X1 = 6.3 Cresid7 = 0.0044 X1 = 6 Cresid7 = -0.005 X1 = 6 Cresid7 = -0.005 X1 = 5.8 Cresid7 = -0.011 X1 = 5.8 Cresid7 = -0.011 X1 = 5.7 Cresid7 = 0.0012 X1 = 5.7 Cresid7 = 0.0012 X1 = 5.6 Cresid7 = -8E-5 X1 = 5.6 Cresid7 = -8E-5 X1 = 5.4 Cresid7 = -0.001 X1 = 5.4 Cresid7 = -0.001 X1 = 5.3 Cresid7 = -0.002 X1 = 5.3 Cresid7 = -0.002 X1 = 5.2 Cresid7 = -0.002 X1 = 5.2 Cresid7 = -0.002 X1 = 5.1 Cresid7 = -0.017 X1 = 5.1 Cresid7 = -0.017 X1 = 5 Cresid7 = -0.017 X1 = 5 Cresid7 = -0.017 X1 = 4.8 Cresid7 = -0.017 X1 = 4.8 Cresid7 = -0.017 X1 = 4.5 Cresid7 = -0.024 X1 = 4.5 Cresid7 = -0.024 X1 = 4.3 Cresid7 = -0.024 X1 = 4.3 Cresid7 = -0.024 X1 = 3.9 Cresid7 = -0.021 X1 = 3.9 Cresid7 = -0.021 X1 = 3.7 Cresid7 = -0.02 X1 = 3.7 Cresid7 = -0.02 X1 = 3.6 Cresid7 = -0.01 X1 = 3.6 Cresid7 = -0.01 X1 = 3.4 Cresid7 = -0.003 X1 = 3.4 Cresid7 = -0.003 X1 = 3.2 Cresid7 = 0.0004 X1 = 3.2 Cresid7 = 0.0004 X1 = 2.6 Cresid7 = -0.009 X1 = 2.6 Cresid7 = -0.009
Panel of Cumulative Residual Plots for X1


GENMOD Analysis on Surgical Unit data

The GENMOD Procedure

Model Information
Data Set WORK.SURG
Distribution Normal
Link Function Identity
Dependent Variable Y

Number of Observations Read 54
Number of Observations Used 54

Criteria For Assessing Goodness Of Fit
Criterion DF Value Value/DF
Deviance 50 0.0940 0.0019
Scaled Deviance 50 50.0000 1.0000
Pearson Chi-Square 50 0.0940 0.0019
Scaled Pearson X2 50 50.0000 1.0000
Log Likelihood   94.8316  
Full Log Likelihood   94.8316  
AIC (smaller is better)   -181.6632  
AICC (smaller is better)   -180.8469  
BIC (smaller is better)   -173.7072  

Algorithm converged.

Analysis Of Maximum Likelihood Parameter Estimates
Parameter DF Estimate Standard
Error		 Wald 95% Confidence Limits Wald Chi-Square Pr > ChiSq
Intercept 1 0.1844 0.0504 0.0857 0.2832 13.41 0.0003
LogX1 1 0.9121 0.0491 0.8158 1.0083 345.06 <.0001
X2 1 0.0095 0.0004 0.0088 0.0102 728.63 <.0001
X3 1 0.0096 0.0003 0.0090 0.0101 1139.76 <.0001
Scale 0 0.0434 0.0000 0.0434 0.0434    

Note: The scale parameter was estimated by the square root of Pearson's Chi-Square/DOF.


Lagrange Multiplier Statistics
Parameter Chi-Square Pr > ChiSq
Scale 0.1667 0.6831

Assessment Summary
Assessment
Variable		 Maximum Absolute
Value		 Replications Seed Pr >
MaxAbsVal
LogX1 0.0204 10000 603708000 0.4777

LogX1 = 0.9445 Cumulative Residuals = -0.004 LogX1 = 0.9445 Cumulative Residuals = -0.004 LogX1 = 0.9395 Cumulative Residuals = -0.003 LogX1 = 0.9395 Cumulative Residuals = -0.003 LogX1 = 0.8921 Cumulative Residuals = -0.013 LogX1 = 0.8921 Cumulative Residuals = -0.013 LogX1 = 0.8865 Cumulative Residuals = -0.011 LogX1 = 0.8865 Cumulative Residuals = -0.011 LogX1 = 0.8692 Cumulative Residuals = -0.011 LogX1 = 0.8692 Cumulative Residuals = -0.011 LogX1 = 0.8633 Cumulative Residuals = -0.011 LogX1 = 0.8633 Cumulative Residuals = -0.011 LogX1 = 0.8261 Cumulative Residuals = -0.011 LogX1 = 0.8261 Cumulative Residuals = -0.011 LogX1 = 0.8195 Cumulative Residuals = -0.008 LogX1 = 0.8195 Cumulative Residuals = -0.008 LogX1 = 0.8129 Cumulative Residuals = -0.007 LogX1 = 0.8129 Cumulative Residuals = -0.007 LogX1 = 0.8062 Cumulative Residuals = -44E-5 LogX1 = 0.8062 Cumulative Residuals = -44E-5 LogX1 = 0.7993 Cumulative Residuals = 0.0017 LogX1 = 0.7993 Cumulative Residuals = 0.0017 LogX1 = 0.7782 Cumulative Residuals = -23E-5 LogX1 = 0.7782 Cumulative Residuals = -23E-5 LogX1 = 0.7634 Cumulative Residuals = 0.0204 LogX1 = 0.7634 Cumulative Residuals = 0.0204 LogX1 = 0.7559 Cumulative Residuals = 0.0079 LogX1 = 0.7559 Cumulative Residuals = 0.0079 LogX1 = 0.7482 Cumulative Residuals = 0.0096 LogX1 = 0.7482 Cumulative Residuals = 0.0096 LogX1 = 0.7324 Cumulative Residuals = 0.0108 LogX1 = 0.7324 Cumulative Residuals = 0.0108 LogX1 = 0.7243 Cumulative Residuals = 0.0157 LogX1 = 0.7243 Cumulative Residuals = 0.0157 LogX1 = 0.716 Cumulative Residuals = 0.0178 LogX1 = 0.716 Cumulative Residuals = 0.0178 LogX1 = 0.7076 Cumulative Residuals = 0.0139 LogX1 = 0.7076 Cumulative Residuals = 0.0139 LogX1 = 0.699 Cumulative Residuals = 0.0177 LogX1 = 0.699 Cumulative Residuals = 0.0177 LogX1 = 0.6812 Cumulative Residuals = 0.0204 LogX1 = 0.6812 Cumulative Residuals = 0.0204 LogX1 = 0.6532 Cumulative Residuals = 0.0108 LogX1 = 0.6532 Cumulative Residuals = 0.0108 LogX1 = 0.6335 Cumulative Residuals = 0.0107 LogX1 = 0.6335 Cumulative Residuals = 0.0107 LogX1 = 0.5911 Cumulative Residuals = -0.003 LogX1 = 0.5911 Cumulative Residuals = -0.003 LogX1 = 0.5682 Cumulative Residuals = -0.003 LogX1 = 0.5682 Cumulative Residuals = -0.003 LogX1 = 0.5563 Cumulative Residuals = 0.0099 LogX1 = 0.5563 Cumulative Residuals = 0.0099 LogX1 = 0.5315 Cumulative Residuals = 0.0143 LogX1 = 0.5315 Cumulative Residuals = 0.0143 LogX1 = 0.5052 Cumulative Residuals = -0.006 LogX1 = 0.5052 Cumulative Residuals = -0.006 LogX1 = 0.415 Cumulative Residuals = -0.003 LogX1 = 0.415 Cumulative Residuals = -0.003 LogX1 = 0.9445 Cresid20 = .00022 LogX1 = 0.9445 Cresid20 = .00022 LogX1 = 0.9395 Cresid20 = -81E-5 LogX1 = 0.9395 Cresid20 = -81E-5 LogX1 = 0.8921 Cresid20 = -0.001 LogX1 = 0.8921 Cresid20 = -0.001 LogX1 = 0.8865 Cresid20 = -0.005 LogX1 = 0.8865 Cresid20 = -0.005 LogX1 = 0.8692 Cresid20 = -0.005 LogX1 = 0.8692 Cresid20 = -0.005 LogX1 = 0.8633 Cresid20 = -0.007 LogX1 = 0.8633 Cresid20 = -0.007 LogX1 = 0.8261 Cresid20 = -0.007 LogX1 = 0.8261 Cresid20 = -0.007 LogX1 = 0.8195 Cresid20 = -0.006 LogX1 = 0.8195 Cresid20 = -0.006 LogX1 = 0.8129 Cresid20 = -0.004 LogX1 = 0.8129 Cresid20 = -0.004 LogX1 = 0.8062 Cresid20 = -0.009 LogX1 = 0.8062 Cresid20 = -0.009 LogX1 = 0.7993 Cresid20 = -0.009 LogX1 = 0.7993 Cresid20 = -0.009 LogX1 = 0.7782 Cresid20 = -0.012 LogX1 = 0.7782 Cresid20 = -0.012 LogX1 = 0.7634 Cresid20 = 0.0078 LogX1 = 0.7634 Cresid20 = 0.0078 LogX1 = 0.7559 Cresid20 = 0.0058 LogX1 = 0.7559 Cresid20 = 0.0058 LogX1 = 0.7482 Cresid20 = 0.0052 LogX1 = 0.7482 Cresid20 = 0.0052 LogX1 = 0.7324 Cresid20 = 0.0023 LogX1 = 0.7324 Cresid20 = 0.0023 LogX1 = 0.7243 Cresid20 = 0.002 LogX1 = 0.7243 Cresid20 = 0.002 LogX1 = 0.716 Cresid20 = -0.002 LogX1 = 0.716 Cresid20 = -0.002 LogX1 = 0.7076 Cresid20 = 0.0135 LogX1 = 0.7076 Cresid20 = 0.0135 LogX1 = 0.699 Cresid20 = 0.0166 LogX1 = 0.699 Cresid20 = 0.0166 LogX1 = 0.6812 Cresid20 = 0.0116 LogX1 = 0.6812 Cresid20 = 0.0116 LogX1 = 0.6532 Cresid20 = 0.0081 LogX1 = 0.6532 Cresid20 = 0.0081 LogX1 = 0.6335 Cresid20 = 0.0055 LogX1 = 0.6335 Cresid20 = 0.0055 LogX1 = 0.5911 Cresid20 = 0.0059 LogX1 = 0.5911 Cresid20 = 0.0059 LogX1 = 0.5682 Cresid20 = 0.0041 LogX1 = 0.5682 Cresid20 = 0.0041 LogX1 = 0.5563 Cresid20 = -0.01 LogX1 = 0.5563 Cresid20 = -0.01 LogX1 = 0.5315 Cresid20 = -0.003 LogX1 = 0.5315 Cresid20 = -0.003 LogX1 = 0.5052 Cresid20 = -0.004 LogX1 = 0.5052 Cresid20 = -0.004 LogX1 = 0.415 Cresid20 = -0.002 LogX1 = 0.415 Cresid20 = -0.002 LogX1 = 0.9445 Cresid19 = -43E-5 LogX1 = 0.9445 Cresid19 = -43E-5 LogX1 = 0.9395 Cresid19 = -0.011 LogX1 = 0.9395 Cresid19 = -0.011 LogX1 = 0.8921 Cresid19 = -0.01 LogX1 = 0.8921 Cresid19 = -0.01 LogX1 = 0.8865 Cresid19 = -0.012 LogX1 = 0.8865 Cresid19 = -0.012 LogX1 = 0.8692 Cresid19 = -0.013 LogX1 = 0.8692 Cresid19 = -0.013 LogX1 = 0.8633 Cresid19 = -0.017 LogX1 = 0.8633 Cresid19 = -0.017 LogX1 = 0.8261 Cresid19 = -0.019 LogX1 = 0.8261 Cresid19 = -0.019 LogX1 = 0.8195 Cresid19 = -0.01 LogX1 = 0.8195 Cresid19 = -0.01 LogX1 = 0.8129 Cresid19 = -0.01 LogX1 = 0.8129 Cresid19 = -0.01 LogX1 = 0.8062 Cresid19 = -0.009 LogX1 = 0.8062 Cresid19 = -0.009 LogX1 = 0.7993 Cresid19 = -0.011 LogX1 = 0.7993 Cresid19 = -0.011 LogX1 = 0.7782 Cresid19 = -0.013 LogX1 = 0.7782 Cresid19 = -0.013 LogX1 = 0.7634 Cresid19 = 0.0018 LogX1 = 0.7634 Cresid19 = 0.0018 LogX1 = 0.7559 Cresid19 = 0.0115 LogX1 = 0.7559 Cresid19 = 0.0115 LogX1 = 0.7482 Cresid19 = 0.0133 LogX1 = 0.7482 Cresid19 = 0.0133 LogX1 = 0.7324 Cresid19 = 0.0155 LogX1 = 0.7324 Cresid19 = 0.0155 LogX1 = 0.7243 Cresid19 = 0.0151 LogX1 = 0.7243 Cresid19 = 0.0151 LogX1 = 0.716 Cresid19 = 0.0169 LogX1 = 0.716 Cresid19 = 0.0169 LogX1 = 0.7076 Cresid19 = 0.0281 LogX1 = 0.7076 Cresid19 = 0.0281 LogX1 = 0.699 Cresid19 = 0.0237 LogX1 = 0.699 Cresid19 = 0.0237 LogX1 = 0.6812 Cresid19 = 0.0253 LogX1 = 0.6812 Cresid19 = 0.0253 LogX1 = 0.6532 Cresid19 = 0.0128 LogX1 = 0.6532 Cresid19 = 0.0128 LogX1 = 0.6335 Cresid19 = 0.0145 LogX1 = 0.6335 Cresid19 = 0.0145 LogX1 = 0.5911 Cresid19 = -0.004 LogX1 = 0.5911 Cresid19 = -0.004 LogX1 = 0.5682 Cresid19 = -0.002 LogX1 = 0.5682 Cresid19 = -0.002 LogX1 = 0.5563 Cresid19 = 0.0196 LogX1 = 0.5563 Cresid19 = 0.0196 LogX1 = 0.5315 Cresid19 = 0.0248 LogX1 = 0.5315 Cresid19 = 0.0248 LogX1 = 0.5052 Cresid19 = -0.007 LogX1 = 0.5052 Cresid19 = -0.007 LogX1 = 0.415 Cresid19 = -0.006 LogX1 = 0.415 Cresid19 = -0.006 LogX1 = 0.9445 Cresid18 = -0.009 LogX1 = 0.9445 Cresid18 = -0.009 LogX1 = 0.9395 Cresid18 = -0.003 LogX1 = 0.9395 Cresid18 = -0.003 LogX1 = 0.8921 Cresid18 = 0.0044 LogX1 = 0.8921 Cresid18 = 0.0044 LogX1 = 0.8865 Cresid18 = -0.001 LogX1 = 0.8865 Cresid18 = -0.001 LogX1 = 0.8692 Cresid18 = -0.002 LogX1 = 0.8692 Cresid18 = -0.002 LogX1 = 0.8633 Cresid18 = -0.004 LogX1 = 0.8633 Cresid18 = -0.004 LogX1 = 0.8261 Cresid18 = -0.005 LogX1 = 0.8261 Cresid18 = -0.005 LogX1 = 0.8195 Cresid18 = -0.011 LogX1 = 0.8195 Cresid18 = -0.011 LogX1 = 0.8129 Cresid18 = -0.008 LogX1 = 0.8129 Cresid18 = -0.008 LogX1 = 0.8062 Cresid18 = -0.009 LogX1 = 0.8062 Cresid18 = -0.009 LogX1 = 0.7993 Cresid18 = -0.007 LogX1 = 0.7993 Cresid18 = -0.007 LogX1 = 0.7782 Cresid18 = -0.009 LogX1 = 0.7782 Cresid18 = -0.009 LogX1 = 0.7634 Cresid18 = -0.006 LogX1 = 0.7634 Cresid18 = -0.006 LogX1 = 0.7559 Cresid18 = 0.0035 LogX1 = 0.7559 Cresid18 = 0.0035 LogX1 = 0.7482 Cresid18 = .00041 LogX1 = 0.7482 Cresid18 = .00041 LogX1 = 0.7324 Cresid18 = -0.003 LogX1 = 0.7324 Cresid18 = -0.003 LogX1 = 0.7243 Cresid18 = -0.003 LogX1 = 0.7243 Cresid18 = -0.003 LogX1 = 0.716 Cresid18 = -0.007 LogX1 = 0.716 Cresid18 = -0.007 LogX1 = 0.7076 Cresid18 = -0.009 LogX1 = 0.7076 Cresid18 = -0.009 LogX1 = 0.699 Cresid18 = -0.008 LogX1 = 0.699 Cresid18 = -0.008 LogX1 = 0.6812 Cresid18 = -0.01 LogX1 = 0.6812 Cresid18 = -0.01 LogX1 = 0.6532 Cresid18 = 0.004 LogX1 = 0.6532 Cresid18 = 0.004 LogX1 = 0.6335 Cresid18 = 0.0056 LogX1 = 0.6335 Cresid18 = 0.0056 LogX1 = 0.5911 Cresid18 = 0.0158 LogX1 = 0.5911 Cresid18 = 0.0158 LogX1 = 0.5682 Cresid18 = 0.0194 LogX1 = 0.5682 Cresid18 = 0.0194 LogX1 = 0.5563 Cresid18 = 0.0166 LogX1 = 0.5563 Cresid18 = 0.0166 LogX1 = 0.5315 Cresid18 = 0.0187 LogX1 = 0.5315 Cresid18 = 0.0187 LogX1 = 0.5052 Cresid18 = -.0003 LogX1 = 0.5052 Cresid18 = -.0003 LogX1 = 0.415 Cresid18 = -22E-5 LogX1 = 0.415 Cresid18 = -22E-5 LogX1 = 0.9445 Cresid17 = 0.005 LogX1 = 0.9445 Cresid17 = 0.005 LogX1 = 0.9395 Cresid17 = 0.0137 LogX1 = 0.9395 Cresid17 = 0.0137 LogX1 = 0.8921 Cresid17 = 0.0094 LogX1 = 0.8921 Cresid17 = 0.0094 LogX1 = 0.8865 Cresid17 = 0.01 LogX1 = 0.8865 Cresid17 = 0.01 LogX1 = 0.8692 Cresid17 = 0.0105 LogX1 = 0.8692 Cresid17 = 0.0105 LogX1 = 0.8633 Cresid17 = 0.0124 LogX1 = 0.8633 Cresid17 = 0.0124 LogX1 = 0.8261 Cresid17 = 0.0125 LogX1 = 0.8261 Cresid17 = 0.0125 LogX1 = 0.8195 Cresid17 = 0.0145 LogX1 = 0.8195 Cresid17 = 0.0145 LogX1 = 0.8129 Cresid17 = 0.0125 LogX1 = 0.8129 Cresid17 = 0.0125 LogX1 = 0.8062 Cresid17 = 0.0075 LogX1 = 0.8062 Cresid17 = 0.0075 LogX1 = 0.7993 Cresid17 = 0.0086 LogX1 = 0.7993 Cresid17 = 0.0086 LogX1 = 0.7782 Cresid17 = 0.0061 LogX1 = 0.7782 Cresid17 = 0.0061 LogX1 = 0.7634 Cresid17 = 0.0095 LogX1 = 0.7634 Cresid17 = 0.0095 LogX1 = 0.7559 Cresid17 = 0.0019 LogX1 = 0.7559 Cresid17 = 0.0019 LogX1 = 0.7482 Cresid17 = 0.0034 LogX1 = 0.7482 Cresid17 = 0.0034 LogX1 = 0.7324 Cresid17 = -13E-5 LogX1 = 0.7324 Cresid17 = -13E-5 LogX1 = 0.7243 Cresid17 = .00013 LogX1 = 0.7243 Cresid17 = .00013 LogX1 = 0.716 Cresid17 = -.0006 LogX1 = 0.716 Cresid17 = -.0006 LogX1 = 0.7076 Cresid17 = -0.01 LogX1 = 0.7076 Cresid17 = -0.01 LogX1 = 0.699 Cresid17 = -0.005 LogX1 = 0.699 Cresid17 = -0.005 LogX1 = 0.6812 Cresid17 = -0.007 LogX1 = 0.6812 Cresid17 = -0.007 LogX1 = 0.6532 Cresid17 = -0.016 LogX1 = 0.6532 Cresid17 = -0.016 LogX1 = 0.6335 Cresid17 = -0.018 LogX1 = 0.6335 Cresid17 = -0.018 LogX1 = 0.5911 Cresid17 = -0.012 LogX1 = 0.5911 Cresid17 = -0.012 LogX1 = 0.5682 Cresid17 = -0.014 LogX1 = 0.5682 Cresid17 = -0.014 LogX1 = 0.5563 Cresid17 = -0.02 LogX1 = 0.5563 Cresid17 = -0.02 LogX1 = 0.5315 Cresid17 = -0.013 LogX1 = 0.5315 Cresid17 = -0.013 LogX1 = 0.5052 Cresid17 = 0.0056 LogX1 = 0.5052 Cresid17 = 0.0056 LogX1 = 0.415 Cresid17 = -98E-5 LogX1 = 0.415 Cresid17 = -98E-5 LogX1 = 0.9445 Cresid16 = 0.0077 LogX1 = 0.9445 Cresid16 = 0.0077 LogX1 = 0.9395 Cresid16 = 0.0115 LogX1 = 0.9395 Cresid16 = 0.0115 LogX1 = 0.8921 Cresid16 = -0.005 LogX1 = 0.8921 Cresid16 = -0.005 LogX1 = 0.8865 Cresid16 = -0.005 LogX1 = 0.8865 Cresid16 = -0.005 LogX1 = 0.8692 Cresid16 = -0.003 LogX1 = 0.8692 Cresid16 = -0.003 LogX1 = 0.8633 Cresid16 = .00077 LogX1 = 0.8633 Cresid16 = .00077 LogX1 = 0.8261 Cresid16 = 0.0024 LogX1 = 0.8261 Cresid16 = 0.0024 LogX1 = 0.8195 Cresid16 = 0.0105 LogX1 = 0.8195 Cresid16 = 0.0105 LogX1 = 0.8129 Cresid16 = 0.0138 LogX1 = 0.8129 Cresid16 = 0.0138 LogX1 = 0.8062 Cresid16 = 0.0118 LogX1 = 0.8062 Cresid16 = 0.0118 LogX1 = 0.7993 Cresid16 = 0.0214 LogX1 = 0.7993 Cresid16 = 0.0214 LogX1 = 0.7782 Cresid16 = 0.0235 LogX1 = 0.7782 Cresid16 = 0.0235 LogX1 = 0.7634 Cresid16 = -0.013 LogX1 = 0.7634 Cresid16 = -0.013 LogX1 = 0.7559 Cresid16 = -0.005 LogX1 = 0.7559 Cresid16 = -0.005 LogX1 = 0.7482 Cresid16 = -0.007 LogX1 = 0.7482 Cresid16 = -0.007 LogX1 = 0.7324 Cresid16 = -0.007 LogX1 = 0.7324 Cresid16 = -0.007 LogX1 = 0.7243 Cresid16 = -0.01 LogX1 = 0.7243 Cresid16 = -0.01 LogX1 = 0.716 Cresid16 = -0.01 LogX1 = 0.716 Cresid16 = -0.01 LogX1 = 0.7076 Cresid16 = -0.016 LogX1 = 0.7076 Cresid16 = -0.016 LogX1 = 0.699 Cresid16 = -0.013 LogX1 = 0.699 Cresid16 = -0.013 LogX1 = 0.6812 Cresid16 = -0.012 LogX1 = 0.6812 Cresid16 = -0.012 LogX1 = 0.6532 Cresid16 = -0.008 LogX1 = 0.6532 Cresid16 = -0.008 LogX1 = 0.6335 Cresid16 = -0.009 LogX1 = 0.6335 Cresid16 = -0.009 LogX1 = 0.5911 Cresid16 = -47E-5 LogX1 = 0.5911 Cresid16 = -47E-5 LogX1 = 0.5682 Cresid16 = -0.002 LogX1 = 0.5682 Cresid16 = -0.002 LogX1 = 0.5563 Cresid16 = -0.003 LogX1 = 0.5563 Cresid16 = -0.003 LogX1 = 0.5315 Cresid16 = -0.002 LogX1 = 0.5315 Cresid16 = -0.002 LogX1 = 0.5052 Cresid16 = -51E-5 LogX1 = 0.5052 Cresid16 = -51E-5 LogX1 = 0.415 Cresid16 = .00083 LogX1 = 0.415 Cresid16 = .00083 LogX1 = 0.9445 Cresid15 = -0.004 LogX1 = 0.9445 Cresid15 = -0.004 LogX1 = 0.9395 Cresid15 = -0.003 LogX1 = 0.9395 Cresid15 = -0.003 LogX1 = 0.8921 Cresid15 = -0.009 LogX1 = 0.8921 Cresid15 = -0.009 LogX1 = 0.8865 Cresid15 = -0.012 LogX1 = 0.8865 Cresid15 = -0.012 LogX1 = 0.8692 Cresid15 = -0.011 LogX1 = 0.8692 Cresid15 = -0.011 LogX1 = 0.8633 Cresid15 = -0.009 LogX1 = 0.8633 Cresid15 = -0.009 LogX1 = 0.8261 Cresid15 = -0.008 LogX1 = 0.8261 Cresid15 = -0.008 LogX1 = 0.8195 Cresid15 = -0.004 LogX1 = 0.8195 Cresid15 = -0.004 LogX1 = 0.8129 Cresid15 = -0.002 LogX1 = 0.8129 Cresid15 = -0.002 LogX1 = 0.8062 Cresid15 = 0.0033 LogX1 = 0.8062 Cresid15 = 0.0033 LogX1 = 0.7993 Cresid15 = 0.0078 LogX1 = 0.7993 Cresid15 = 0.0078 LogX1 = 0.7782 Cresid15 = 0.0094 LogX1 = 0.7782 Cresid15 = 0.0094 LogX1 = 0.7634 Cresid15 = 0.0207 LogX1 = 0.7634 Cresid15 = 0.0207 LogX1 = 0.7559 Cresid15 = 0.0042 LogX1 = 0.7559 Cresid15 = 0.0042 LogX1 = 0.7482 Cresid15 = 0.0099 LogX1 = 0.7482 Cresid15 = 0.0099 LogX1 = 0.7324 Cresid15 = 0.0104 LogX1 = 0.7324 Cresid15 = 0.0104 LogX1 = 0.7243 Cresid15 = 0.0116 LogX1 = 0.7243 Cresid15 = 0.0116 LogX1 = 0.716 Cresid15 = 0.0115 LogX1 = 0.716 Cresid15 = 0.0115 LogX1 = 0.7076 Cresid15 = 0.0082 LogX1 = 0.7076 Cresid15 = 0.0082 LogX1 = 0.699 Cresid15 = 0.01 LogX1 = 0.699 Cresid15 = 0.01 LogX1 = 0.6812 Cresid15 = 0.0134 LogX1 = 0.6812 Cresid15 = 0.0134 LogX1 = 0.6532 Cresid15 = 0.0043 LogX1 = 0.6532 Cresid15 = 0.0043 LogX1 = 0.6335 Cresid15 = 0.0034 LogX1 = 0.6335 Cresid15 = 0.0034 LogX1 = 0.5911 Cresid15 = .00075 LogX1 = 0.5911 Cresid15 = .00075 LogX1 = 0.5682 Cresid15 = -11E-5 LogX1 = 0.5682 Cresid15 = -11E-5 LogX1 = 0.5563 Cresid15 = 0.0011 LogX1 = 0.5563 Cresid15 = 0.0011 LogX1 = 0.5315 Cresid15 = .00029 LogX1 = 0.5315 Cresid15 = .00029 LogX1 = 0.5052 Cresid15 = 0.002 LogX1 = 0.5052 Cresid15 = 0.002 LogX1 = 0.415 Cresid15 = -0.002 LogX1 = 0.415 Cresid15 = -0.002 LogX1 = 0.9445 Cresid14 = .00052 LogX1 = 0.9445 Cresid14 = .00052 LogX1 = 0.9395 Cresid14 = 0.0041 LogX1 = 0.9395 Cresid14 = 0.0041 LogX1 = 0.8921 Cresid14 = 0.0053 LogX1 = 0.8921 Cresid14 = 0.0053 LogX1 = 0.8865 Cresid14 = 0.0032 LogX1 = 0.8865 Cresid14 = 0.0032 LogX1 = 0.8692 Cresid14 = 0.0029 LogX1 = 0.8692 Cresid14 = 0.0029 LogX1 = 0.8633 Cresid14 = 0.0031 LogX1 = 0.8633 Cresid14 = 0.0031 LogX1 = 0.8261 Cresid14 = 0.0035 LogX1 = 0.8261 Cresid14 = 0.0035 LogX1 = 0.8195 Cresid14 = 0.0031 LogX1 = 0.8195 Cresid14 = 0.0031 LogX1 = 0.8129 Cresid14 = 0.0054 LogX1 = 0.8129 Cresid14 = 0.0054 LogX1 = 0.8062 Cresid14 = .00032 LogX1 = 0.8062 Cresid14 = .00032 LogX1 = 0.7993 Cresid14 = 0.0027 LogX1 = 0.7993 Cresid14 = 0.0027 LogX1 = 0.7782 Cresid14 = 0.0044 LogX1 = 0.7782 Cresid14 = 0.0044 LogX1 = 0.7634 Cresid14 = -0.014 LogX1 = 0.7634 Cresid14 = -0.014 LogX1 = 0.7559 Cresid14 = .00056 LogX1 = 0.7559 Cresid14 = .00056 LogX1 = 0.7482 Cresid14 = -0.002 LogX1 = 0.7482 Cresid14 = -0.002 LogX1 = 0.7324 Cresid14 = -0.002 LogX1 = 0.7324 Cresid14 = -0.002 LogX1 = 0.7243 Cresid14 = -0.005 LogX1 = 0.7243 Cresid14 = -0.005 LogX1 = 0.716 Cresid14 = -0.008 LogX1 = 0.716 Cresid14 = -0.008 LogX1 = 0.7076 Cresid14 = -0.007 LogX1 = 0.7076 Cresid14 = -0.007 LogX1 = 0.699 Cresid14 = -63E-5 LogX1 = 0.699 Cresid14 = -63E-5 LogX1 = 0.6812 Cresid14 = -0.006 LogX1 = 0.6812 Cresid14 = -0.006 LogX1 = 0.6532 Cresid14 = -0.004 LogX1 = 0.6532 Cresid14 = -0.004 LogX1 = 0.6335 Cresid14 = -0.003 LogX1 = 0.6335 Cresid14 = -0.003 LogX1 = 0.5911 Cresid14 = 0.0031 LogX1 = 0.5911 Cresid14 = 0.0031 LogX1 = 0.5682 Cresid14 = 0.0061 LogX1 = 0.5682 Cresid14 = 0.0061 LogX1 = 0.5563 Cresid14 = 0.011 LogX1 = 0.5563 Cresid14 = 0.011 LogX1 = 0.5315 Cresid14 = 0.0151 LogX1 = 0.5315 Cresid14 = 0.0151 LogX1 = 0.5052 Cresid14 = -0.012 LogX1 = 0.5052 Cresid14 = -0.012 LogX1 = 0.415 Cresid14 = -0.005 LogX1 = 0.415 Cresid14 = -0.005 LogX1 = 0.9445 Cresid13 = .00074 LogX1 = 0.9445 Cresid13 = .00074 LogX1 = 0.9395 Cresid13 = 0.0054 LogX1 = 0.9395 Cresid13 = 0.0054 LogX1 = 0.8921 Cresid13 = 0.0073 LogX1 = 0.8921 Cresid13 = 0.0073 LogX1 = 0.8865 Cresid13 = 0.0048 LogX1 = 0.8865 Cresid13 = 0.0048 LogX1 = 0.8692 Cresid13 = 0.0041 LogX1 = 0.8692 Cresid13 = 0.0041 LogX1 = 0.8633 Cresid13 = 0.0016 LogX1 = 0.8633 Cresid13 = 0.0016 LogX1 = 0.8261 Cresid13 = .00096 LogX1 = 0.8261 Cresid13 = .00096 LogX1 = 0.8195 Cresid13 = .00071 LogX1 = 0.8195 Cresid13 = .00071 LogX1 = 0.8129 Cresid13 = -0.001 LogX1 = 0.8129 Cresid13 = -0.001 LogX1 = 0.8062 Cresid13 = -0.004 LogX1 = 0.8062 Cresid13 = -0.004 LogX1 = 0.7993 Cresid13 = -0.005 LogX1 = 0.7993 Cresid13 = -0.005 LogX1 = 0.7782 Cresid13 = -0.006 LogX1 = 0.7782 Cresid13 = -0.006 LogX1 = 0.7634 Cresid13 = -0.024 LogX1 = 0.7634 Cresid13 = -0.024 LogX1 = 0.7559 Cresid13 = -0.019 LogX1 = 0.7559 Cresid13 = -0.019 LogX1 = 0.7482 Cresid13 = -0.019 LogX1 = 0.7482 Cresid13 = -0.019 LogX1 = 0.7324 Cresid13 = -0.019 LogX1 = 0.7324 Cresid13 = -0.019 LogX1 = 0.7243 Cresid13 = -0.024 LogX1 = 0.7243 Cresid13 = -0.024 LogX1 = 0.716 Cresid13 = -0.03 LogX1 = 0.716 Cresid13 = -0.03 LogX1 = 0.7076 Cresid13 = -0.005 LogX1 = 0.7076 Cresid13 = -0.005 LogX1 = 0.699 Cresid13 = -0.002 LogX1 = 0.699 Cresid13 = -0.002 LogX1 = 0.6812 Cresid13 = -27E-7 LogX1 = 0.6812 Cresid13 = -27E-7 LogX1 = 0.6532 Cresid13 = 0.0022 LogX1 = 0.6532 Cresid13 = 0.0022 LogX1 = 0.6335 Cresid13 = 0.0022 LogX1 = 0.6335 Cresid13 = 0.0022 LogX1 = 0.5911 Cresid13 = 0.0107 LogX1 = 0.5911 Cresid13 = 0.0107 LogX1 = 0.5682 Cresid13 = 0.0119 LogX1 = 0.5682 Cresid13 = 0.0119 LogX1 = 0.5563 Cresid13 = .00089 LogX1 = 0.5563 Cresid13 = .00089 LogX1 = 0.5315 Cresid13 = -0.004 LogX1 = 0.5315 Cresid13 = -0.004 LogX1 = 0.5052 Cresid13 = 0.0012 LogX1 = 0.5052 Cresid13 = 0.0012 LogX1 = 0.415 Cresid13 = 0.0028 LogX1 = 0.415 Cresid13 = 0.0028 LogX1 = 0.9445 Cresid12 = 0.0056 LogX1 = 0.9445 Cresid12 = 0.0056 LogX1 = 0.9395 Cresid12 = 0.0073 LogX1 = 0.9395 Cresid12 = 0.0073 LogX1 = 0.8921 Cresid12 = 0.0111 LogX1 = 0.8921 Cresid12 = 0.0111 LogX1 = 0.8865 Cresid12 = 0.0164 LogX1 = 0.8865 Cresid12 = 0.0164 LogX1 = 0.8692 Cresid12 = 0.0165 LogX1 = 0.8692 Cresid12 = 0.0165 LogX1 = 0.8633 Cresid12 = 0.018 LogX1 = 0.8633 Cresid12 = 0.018 LogX1 = 0.8261 Cresid12 = 0.0181 LogX1 = 0.8261 Cresid12 = 0.0181 LogX1 = 0.8195 Cresid12 = 0.0144 LogX1 = 0.8195 Cresid12 = 0.0144 LogX1 = 0.8129 Cresid12 = 0.011 LogX1 = 0.8129 Cresid12 = 0.011 LogX1 = 0.8062 Cresid12 = 0.0057 LogX1 = 0.8062 Cresid12 = 0.0057 LogX1 = 0.7993 Cresid12 = 0.0077 LogX1 = 0.7993 Cresid12 = 0.0077 LogX1 = 0.7782 Cresid12 = 0.0086 LogX1 = 0.7782 Cresid12 = 0.0086 LogX1 = 0.7634 Cresid12 = 0.003 LogX1 = 0.7634 Cresid12 = 0.003 LogX1 = 0.7559 Cresid12 = -0.006 LogX1 = 0.7559 Cresid12 = -0.006 LogX1 = 0.7482 Cresid12 = -0.005 LogX1 = 0.7482 Cresid12 = -0.005 LogX1 = 0.7324 Cresid12 = -0.006 LogX1 = 0.7324 Cresid12 = -0.006 LogX1 = 0.7243 Cresid12 = -0.015 LogX1 = 0.7243 Cresid12 = -0.015 LogX1 = 0.716 Cresid12 = -0.013 LogX1 = 0.716 Cresid12 = -0.013 LogX1 = 0.7076 Cresid12 = -0.014 LogX1 = 0.7076 Cresid12 = -0.014 LogX1 = 0.699 Cresid12 = -0.016 LogX1 = 0.699 Cresid12 = -0.016 LogX1 = 0.6812 Cresid12 = -0.018 LogX1 = 0.6812 Cresid12 = -0.018 LogX1 = 0.6532 Cresid12 = -0.018 LogX1 = 0.6532 Cresid12 = -0.018 LogX1 = 0.6335 Cresid12 = -0.02 LogX1 = 0.6335 Cresid12 = -0.02 LogX1 = 0.5911 Cresid12 = -0.015 LogX1 = 0.5911 Cresid12 = -0.015 LogX1 = 0.5682 Cresid12 = -0.018 LogX1 = 0.5682 Cresid12 = -0.018 LogX1 = 0.5563 Cresid12 = -0.025 LogX1 = 0.5563 Cresid12 = -0.025 LogX1 = 0.5315 Cresid12 = -0.019 LogX1 = 0.5315 Cresid12 = -0.019 LogX1 = 0.5052 Cresid12 = 0.0107 LogX1 = 0.5052 Cresid12 = 0.0107 LogX1 = 0.415 Cresid12 = 0.0069 LogX1 = 0.415 Cresid12 = 0.0069 LogX1 = 0.9445 Cresid11 = .00096 LogX1 = 0.9445 Cresid11 = .00096 LogX1 = 0.9395 Cresid11 = 0.0012 LogX1 = 0.9395 Cresid11 = 0.0012 LogX1 = 0.8921 Cresid11 = -0.007 LogX1 = 0.8921 Cresid11 = -0.007 LogX1 = 0.8865 Cresid11 = -0.006 LogX1 = 0.8865 Cresid11 = -0.006 LogX1 = 0.8692 Cresid11 = -0.004 LogX1 = 0.8692 Cresid11 = -0.004 LogX1 = 0.8633 Cresid11 = -0.003 LogX1 = 0.8633 Cresid11 = -0.003 LogX1 = 0.8261 Cresid11 = -67E-5 LogX1 = 0.8261 Cresid11 = -67E-5 LogX1 = 0.8195 Cresid11 = -0.001 LogX1 = 0.8195 Cresid11 = -0.001 LogX1 = 0.8129 Cresid11 = -76E-5 LogX1 = 0.8129 Cresid11 = -76E-5 LogX1 = 0.8062 Cresid11 = 0.0065 LogX1 = 0.8062 Cresid11 = 0.0065 LogX1 = 0.7993 Cresid11 = 0.0104 LogX1 = 0.7993 Cresid11 = 0.0104 LogX1 = 0.7782 Cresid11 = 0.0116 LogX1 = 0.7782 Cresid11 = 0.0116 LogX1 = 0.7634 Cresid11 = 0.0121 LogX1 = 0.7634 Cresid11 = 0.0121 LogX1 = 0.7559 Cresid11 = 0.0023 LogX1 = 0.7559 Cresid11 = 0.0023 LogX1 = 0.7482 Cresid11 = 0.0057 LogX1 = 0.7482 Cresid11 = 0.0057 LogX1 = 0.7324 Cresid11 = 0.0023 LogX1 = 0.7324 Cresid11 = 0.0023 LogX1 = 0.7243 Cresid11 = 0.0074 LogX1 = 0.7243 Cresid11 = 0.0074 LogX1 = 0.716 Cresid11 = 0.006 LogX1 = 0.716 Cresid11 = 0.006 LogX1 = 0.7076 Cresid11 = 0.0093 LogX1 = 0.7076 Cresid11 = 0.0093 LogX1 = 0.699 Cresid11 = 0.0062 LogX1 = 0.699 Cresid11 = 0.0062 LogX1 = 0.6812 Cresid11 = 0.0055 LogX1 = 0.6812 Cresid11 = 0.0055 LogX1 = 0.6532 Cresid11 = -0.008 LogX1 = 0.6532 Cresid11 = -0.008 LogX1 = 0.6335 Cresid11 = -0.01 LogX1 = 0.6335 Cresid11 = -0.01 LogX1 = 0.5911 Cresid11 = -0.007 LogX1 = 0.5911 Cresid11 = -0.007 LogX1 = 0.5682 Cresid11 = -0.009 LogX1 = 0.5682 Cresid11 = -0.009 LogX1 = 0.5563 Cresid11 = -0.01 LogX1 = 0.5563 Cresid11 = -0.01 LogX1 = 0.5315 Cresid11 = -0.004 LogX1 = 0.5315 Cresid11 = -0.004 LogX1 = 0.5052 Cresid11 = 0.0091 LogX1 = 0.5052 Cresid11 = 0.0091 LogX1 = 0.415 Cresid11 = 0.0035 LogX1 = 0.415 Cresid11 = 0.0035 LogX1 = 0.9445 Cresid10 = 0.0015 LogX1 = 0.9445 Cresid10 = 0.0015 LogX1 = 0.9395 Cresid10 = .00091 LogX1 = 0.9395 Cresid10 = .00091 LogX1 = 0.8921 Cresid10 = -0.003 LogX1 = 0.8921 Cresid10 = -0.003 LogX1 = 0.8865 Cresid10 = -0.009 LogX1 = 0.8865 Cresid10 = -0.009 LogX1 = 0.8692 Cresid10 = -0.007 LogX1 = 0.8692 Cresid10 = -0.007 LogX1 = 0.8633 Cresid10 = -0.007 LogX1 = 0.8633 Cresid10 = -0.007 LogX1 = 0.8261 Cresid10 = -0.006 LogX1 = 0.8261 Cresid10 = -0.006 LogX1 = 0.8195 Cresid10 = -0.009 LogX1 = 0.8195 Cresid10 = -0.009 LogX1 = 0.8129 Cresid10 = -0.005 LogX1 = 0.8129 Cresid10 = -0.005 LogX1 = 0.8062 Cresid10 = -0.005 LogX1 = 0.8062 Cresid10 = -0.005 LogX1 = 0.7993 Cresid10 = -31E-5 LogX1 = 0.7993 Cresid10 = -31E-5 LogX1 = 0.7782 Cresid10 = -41E-5 LogX1 = 0.7782 Cresid10 = -41E-5 LogX1 = 0.7634 Cresid10 = 0.007 LogX1 = 0.7634 Cresid10 = 0.007 LogX1 = 0.7559 Cresid10 = -0.011 LogX1 = 0.7559 Cresid10 = -0.011 LogX1 = 0.7482 Cresid10 = -0.012 LogX1 = 0.7482 Cresid10 = -0.012 LogX1 = 0.7324 Cresid10 = -0.013 LogX1 = 0.7324 Cresid10 = -0.013 LogX1 = 0.7243 Cresid10 = -0.012 LogX1 = 0.7243 Cresid10 = -0.012 LogX1 = 0.716 Cresid10 = -0.017 LogX1 = 0.716 Cresid10 = -0.017 LogX1 = 0.7076 Cresid10 = -0.006 LogX1 = 0.7076 Cresid10 = -0.006 LogX1 = 0.699 Cresid10 = -0.004 LogX1 = 0.699 Cresid10 = -0.004 LogX1 = 0.6812 Cresid10 = -0.007 LogX1 = 0.6812 Cresid10 = -0.007 LogX1 = 0.6532 Cresid10 = 0.0049 LogX1 = 0.6532 Cresid10 = 0.0049 LogX1 = 0.6335 Cresid10 = 0.0033 LogX1 = 0.6335 Cresid10 = 0.0033 LogX1 = 0.5911 Cresid10 = 0.0131 LogX1 = 0.5911 Cresid10 = 0.0131 LogX1 = 0.5682 Cresid10 = 0.0128 LogX1 = 0.5682 Cresid10 = 0.0128 LogX1 = 0.5563 Cresid10 = 0.0111 LogX1 = 0.5563 Cresid10 = 0.0111 LogX1 = 0.5315 Cresid10 = 0.0049 LogX1 = 0.5315 Cresid10 = 0.0049 LogX1 = 0.5052 Cresid10 = -72E-5 LogX1 = 0.5052 Cresid10 = -72E-5 LogX1 = 0.415 Cresid10 = 2.4E-5 LogX1 = 0.415 Cresid10 = 2.4E-5 LogX1 = 0.9445 Cresid9 = 0.0056 LogX1 = 0.9445 Cresid9 = 0.0056 LogX1 = 0.9395 Cresid9 = 0.0104 LogX1 = 0.9395 Cresid9 = 0.0104 LogX1 = 0.8921 Cresid9 = 0.0079 LogX1 = 0.8921 Cresid9 = 0.0079 LogX1 = 0.8865 Cresid9 = 0.01 LogX1 = 0.8865 Cresid9 = 0.01 LogX1 = 0.8692 Cresid9 = 0.0108 LogX1 = 0.8692 Cresid9 = 0.0108 LogX1 = 0.8633 Cresid9 = 0.0117 LogX1 = 0.8633 Cresid9 = 0.0117 LogX1 = 0.8261 Cresid9 = 0.0119 LogX1 = 0.8261 Cresid9 = 0.0119 LogX1 = 0.8195 Cresid9 = 0.0104 LogX1 = 0.8195 Cresid9 = 0.0104 LogX1 = 0.8129 Cresid9 = 0.0062 LogX1 = 0.8129 Cresid9 = 0.0062 LogX1 = 0.8062 Cresid9 = 0.0097 LogX1 = 0.8062 Cresid9 = 0.0097 LogX1 = 0.7993 Cresid9 = 0.0075 LogX1 = 0.7993 Cresid9 = 0.0075 LogX1 = 0.7782 Cresid9 = 0.0054 LogX1 = 0.7782 Cresid9 = 0.0054 LogX1 = 0.7634 Cresid9 = -0.008 LogX1 = 0.7634 Cresid9 = -0.008 LogX1 = 0.7559 Cresid9 = -0.004 LogX1 = 0.7559 Cresid9 = -0.004 LogX1 = 0.7482 Cresid9 = -0.001 LogX1 = 0.7482 Cresid9 = -0.001 LogX1 = 0.7324 Cresid9 = -18E-6 LogX1 = 0.7324 Cresid9 = -18E-6 LogX1 = 0.7243 Cresid9 = 0.0017 LogX1 = 0.7243 Cresid9 = 0.0017 LogX1 = 0.716 Cresid9 = 0.005 LogX1 = 0.716 Cresid9 = 0.005 LogX1 = 0.7076 Cresid9 = -0.005 LogX1 = 0.7076 Cresid9 = -0.005 LogX1 = 0.699 Cresid9 = -0.005 LogX1 = 0.699 Cresid9 = -0.005 LogX1 = 0.6812 Cresid9 = -0.005 LogX1 = 0.6812 Cresid9 = -0.005 LogX1 = 0.6532 Cresid9 = -0.009 LogX1 = 0.6532 Cresid9 = -0.009 LogX1 = 0.6335 Cresid9 = -0.009 LogX1 = 0.6335 Cresid9 = -0.009 LogX1 = 0.5911 Cresid9 = -0.017 LogX1 = 0.5911 Cresid9 = -0.017 LogX1 = 0.5682 Cresid9 = -0.019 LogX1 = 0.5682 Cresid9 = -0.019 LogX1 = 0.5563 Cresid9 = -0.012 LogX1 = 0.5563 Cresid9 = -0.012 LogX1 = 0.5315 Cresid9 = -0.013 LogX1 = 0.5315 Cresid9 = -0.013 LogX1 = 0.5052 Cresid9 = 0.0014 LogX1 = 0.5052 Cresid9 = 0.0014 LogX1 = 0.415 Cresid9 = 0.0025 LogX1 = 0.415 Cresid9 = 0.0025 LogX1 = 0.9445 Cresid8 = 0.0021 LogX1 = 0.9445 Cresid8 = 0.0021 LogX1 = 0.9395 Cresid8 = -0.002 LogX1 = 0.9395 Cresid8 = -0.002 LogX1 = 0.8921 Cresid8 = -0.006 LogX1 = 0.8921 Cresid8 = -0.006 LogX1 = 0.8865 Cresid8 = -0.009 LogX1 = 0.8865 Cresid8 = -0.009 LogX1 = 0.8692 Cresid8 = -0.009 LogX1 = 0.8692 Cresid8 = -0.009 LogX1 = 0.8633 Cresid8 = -0.009 LogX1 = 0.8633 Cresid8 = -0.009 LogX1 = 0.8261 Cresid8 = -0.009 LogX1 = 0.8261 Cresid8 = -0.009 LogX1 = 0.8195 Cresid8 = -0.009 LogX1 = 0.8195 Cresid8 = -0.009 LogX1 = 0.8129 Cresid8 = -0.007 LogX1 = 0.8129 Cresid8 = -0.007 LogX1 = 0.8062 Cresid8 = -0.007 LogX1 = 0.8062 Cresid8 = -0.007 LogX1 = 0.7993 Cresid8 = -0.009 LogX1 = 0.7993 Cresid8 = -0.009 LogX1 = 0.7782 Cresid8 = -0.014 LogX1 = 0.7782 Cresid8 = -0.014 LogX1 = 0.7634 Cresid8 = 0.0008 LogX1 = 0.7634 Cresid8 = 0.0008 LogX1 = 0.7559 Cresid8 = -0.002 LogX1 = 0.7559 Cresid8 = -0.002 LogX1 = 0.7482 Cresid8 = -76E-5 LogX1 = 0.7482 Cresid8 = -76E-5 LogX1 = 0.7324 Cresid8 = .00028 LogX1 = 0.7324 Cresid8 = .00028 LogX1 = 0.7243 Cresid8 = 0.0049 LogX1 = 0.7243 Cresid8 = 0.0049 LogX1 = 0.716 Cresid8 = 0.0039 LogX1 = 0.716 Cresid8 = 0.0039 LogX1 = 0.7076 Cresid8 = 0.0079 LogX1 = 0.7076 Cresid8 = 0.0079 LogX1 = 0.699 Cresid8 = 0.0064 LogX1 = 0.699 Cresid8 = 0.0064 LogX1 = 0.6812 Cresid8 = 0.0103 LogX1 = 0.6812 Cresid8 = 0.0103 LogX1 = 0.6532 Cresid8 = 0.0107 LogX1 = 0.6532 Cresid8 = 0.0107 LogX1 = 0.6335 Cresid8 = 0.0096 LogX1 = 0.6335 Cresid8 = 0.0096 LogX1 = 0.5911 Cresid8 = 0.0036 LogX1 = 0.5911 Cresid8 = 0.0036 LogX1 = 0.5682 Cresid8 = 0.0027 LogX1 = 0.5682 Cresid8 = 0.0027 LogX1 = 0.5563 Cresid8 = .00091 LogX1 = 0.5563 Cresid8 = .00091 LogX1 = 0.5315 Cresid8 = 0.0094 LogX1 = 0.5315 Cresid8 = 0.0094 LogX1 = 0.5052 Cresid8 = 0.0033 LogX1 = 0.5052 Cresid8 = 0.0033 LogX1 = 0.415 Cresid8 = -0.003 LogX1 = 0.415 Cresid8 = -0.003 LogX1 = 0.9445 Cresid7 = -15E-5 LogX1 = 0.9445 Cresid7 = -15E-5 LogX1 = 0.9395 Cresid7 = -72E-5 LogX1 = 0.9395 Cresid7 = -72E-5 LogX1 = 0.8921 Cresid7 = -0.002 LogX1 = 0.8921 Cresid7 = -0.002 LogX1 = 0.8865 Cresid7 = 0.0011 LogX1 = 0.8865 Cresid7 = 0.0011 LogX1 = 0.8692 Cresid7 = 0.0022 LogX1 = 0.8692 Cresid7 = 0.0022 LogX1 = 0.8633 Cresid7 = 0.0053 LogX1 = 0.8633 Cresid7 = 0.0053 LogX1 = 0.8261 Cresid7 = 0.0067 LogX1 = 0.8261 Cresid7 = 0.0067 LogX1 = 0.8195 Cresid7 = 0.0116 LogX1 = 0.8195 Cresid7 = 0.0116 LogX1 = 0.8129 Cresid7 = 0.0111 LogX1 = 0.8129 Cresid7 = 0.0111 LogX1 = 0.8062 Cresid7 = 0.0118 LogX1 = 0.8062 Cresid7 = 0.0118 LogX1 = 0.7993 Cresid7 = 0.0123 LogX1 = 0.7993 Cresid7 = 0.0123 LogX1 = 0.7782 Cresid7 = 0.0114 LogX1 = 0.7782 Cresid7 = 0.0114 LogX1 = 0.7634 Cresid7 = 0.0043 LogX1 = 0.7634 Cresid7 = 0.0043 LogX1 = 0.7559 Cresid7 = 0.0087 LogX1 = 0.7559 Cresid7 = 0.0087 LogX1 = 0.7482 Cresid7 = 0.0076 LogX1 = 0.7482 Cresid7 = 0.0076 LogX1 = 0.7324 Cresid7 = 0.0097 LogX1 = 0.7324 Cresid7 = 0.0097 LogX1 = 0.7243 Cresid7 = 0.0116 LogX1 = 0.7243 Cresid7 = 0.0116 LogX1 = 0.716 Cresid7 = 0.0103 LogX1 = 0.716 Cresid7 = 0.0103 LogX1 = 0.7076 Cresid7 = -0.006 LogX1 = 0.7076 Cresid7 = -0.006 LogX1 = 0.699 Cresid7 = -0.008 LogX1 = 0.699 Cresid7 = -0.008 LogX1 = 0.6812 Cresid7 = -0.008 LogX1 = 0.6812 Cresid7 = -0.008 LogX1 = 0.6532 Cresid7 = -0.012 LogX1 = 0.6532 Cresid7 = -0.012 LogX1 = 0.6335 Cresid7 = -0.012 LogX1 = 0.6335 Cresid7 = -0.012 LogX1 = 0.5911 Cresid7 = -0.009 LogX1 = 0.5911 Cresid7 = -0.009 LogX1 = 0.5682 Cresid7 = -0.009 LogX1 = 0.5682 Cresid7 = -0.009 LogX1 = 0.5563 Cresid7 = -0.005 LogX1 = 0.5563 Cresid7 = -0.005 LogX1 = 0.5315 Cresid7 = -0.002 LogX1 = 0.5315 Cresid7 = -0.002 LogX1 = 0.5052 Cresid7 = 0.0067 LogX1 = 0.5052 Cresid7 = 0.0067 LogX1 = 0.415 Cresid7 = .00092 LogX1 = 0.415 Cresid7 = .00092 LogX1 = 0.9445 Cresid6 = -0.002 LogX1 = 0.9445 Cresid6 = -0.002 LogX1 = 0.9395 Cresid6 = .00032 LogX1 = 0.9395 Cresid6 = .00032 LogX1 = 0.8921 Cresid6 = 0.0064 LogX1 = 0.8921 Cresid6 = 0.0064 LogX1 = 0.8865 Cresid6 = 0.0112 LogX1 = 0.8865 Cresid6 = 0.0112 LogX1 = 0.8692 Cresid6 = 0.0117 LogX1 = 0.8692 Cresid6 = 0.0117 LogX1 = 0.8633 Cresid6 = 0.0131 LogX1 = 0.8633 Cresid6 = 0.0131 LogX1 = 0.8261 Cresid6 = 0.0129 LogX1 = 0.8261 Cresid6 = 0.0129 LogX1 = 0.8195 Cresid6 = 0.0159 LogX1 = 0.8195 Cresid6 = 0.0159 LogX1 = 0.8129 Cresid6 = 0.0162 LogX1 = 0.8129 Cresid6 = 0.0162 LogX1 = 0.8062 Cresid6 = 0.0129 LogX1 = 0.8062 Cresid6 = 0.0129 LogX1 = 0.7993 Cresid6 = 0.0115 LogX1 = 0.7993 Cresid6 = 0.0115 LogX1 = 0.7782 Cresid6 = 0.0115 LogX1 = 0.7782 Cresid6 = 0.0115 LogX1 = 0.7634 Cresid6 = 0.0053 LogX1 = 0.7634 Cresid6 = 0.0053 LogX1 = 0.7559 Cresid6 = -0.002 LogX1 = 0.7559 Cresid6 = -0.002 LogX1 = 0.7482 Cresid6 = -0.004 LogX1 = 0.7482 Cresid6 = -0.004 LogX1 = 0.7324 Cresid6 = -0.006 LogX1 = 0.7324 Cresid6 = -0.006 LogX1 = 0.7243 Cresid6 = -0.01 LogX1 = 0.7243 Cresid6 = -0.01 LogX1 = 0.716 Cresid6 = -0.01 LogX1 = 0.716 Cresid6 = -0.01 LogX1 = 0.7076 Cresid6 = -0.007 LogX1 = 0.7076 Cresid6 = -0.007 LogX1 = 0.699 Cresid6 = -0.013 LogX1 = 0.699 Cresid6 = -0.013 LogX1 = 0.6812 Cresid6 = -0.018 LogX1 = 0.6812 Cresid6 = -0.018 LogX1 = 0.6532 Cresid6 = -0.01 LogX1 = 0.6532 Cresid6 = -0.01 LogX1 = 0.6335 Cresid6 = -0.011 LogX1 = 0.6335 Cresid6 = -0.011 LogX1 = 0.5911 Cresid6 = -0.004 LogX1 = 0.5911 Cresid6 = -0.004 LogX1 = 0.5682 Cresid6 = -0.006 LogX1 = 0.5682 Cresid6 = -0.006 LogX1 = 0.5563 Cresid6 = -0.019 LogX1 = 0.5563 Cresid6 = -0.019 LogX1 = 0.5315 Cresid6 = -0.023 LogX1 = 0.5315 Cresid6 = -0.023 LogX1 = 0.5052 Cresid6 = 0.0052 LogX1 = 0.5052 Cresid6 = 0.0052 LogX1 = 0.415 Cresid6 = 0.0069 LogX1 = 0.415 Cresid6 = 0.0069 LogX1 = 0.9445 Cresid5 = -0.007 LogX1 = 0.9445 Cresid5 = -0.007 LogX1 = 0.9395 Cresid5 = -0.006 LogX1 = 0.9395 Cresid5 = -0.006 LogX1 = 0.8921 Cresid5 = -0.011 LogX1 = 0.8921 Cresid5 = -0.011 LogX1 = 0.8865 Cresid5 = -0.01 LogX1 = 0.8865 Cresid5 = -0.01 LogX1 = 0.8692 Cresid5 = -0.01 LogX1 = 0.8692 Cresid5 = -0.01 LogX1 = 0.8633 Cresid5 = -0.008 LogX1 = 0.8633 Cresid5 = -0.008 LogX1 = 0.8261 Cresid5 = -0.007 LogX1 = 0.8261 Cresid5 = -0.007 LogX1 = 0.8195 Cresid5 = -99E-5 LogX1 = 0.8195 Cresid5 = -99E-5 LogX1 = 0.8129 Cresid5 = 3.5E-5 LogX1 = 0.8129 Cresid5 = 3.5E-5 LogX1 = 0.8062 Cresid5 = 0.0028 LogX1 = 0.8062 Cresid5 = 0.0028 LogX1 = 0.7993 Cresid5 = -0.002 LogX1 = 0.7993 Cresid5 = -0.002 LogX1 = 0.7782 Cresid5 = -77E-5 LogX1 = 0.7782 Cresid5 = -77E-5 LogX1 = 0.7634 Cresid5 = -0.015 LogX1 = 0.7634 Cresid5 = -0.015 LogX1 = 0.7559 Cresid5 = -0.002 LogX1 = 0.7559 Cresid5 = -0.002 LogX1 = 0.7482 Cresid5 = -0.002 LogX1 = 0.7482 Cresid5 = -0.002 LogX1 = 0.7324 Cresid5 = -35E-5 LogX1 = 0.7324 Cresid5 = -35E-5 LogX1 = 0.7243 Cresid5 = .00056 LogX1 = 0.7243 Cresid5 = .00056 LogX1 = 0.716 Cresid5 = -26E-5 LogX1 = 0.716 Cresid5 = -26E-5 LogX1 = 0.7076 Cresid5 = -0.005 LogX1 = 0.7076 Cresid5 = -0.005 LogX1 = 0.699 Cresid5 = 0.0028 LogX1 = 0.699 Cresid5 = 0.0028 LogX1 = 0.6812 Cresid5 = 0.0075 LogX1 = 0.6812 Cresid5 = 0.0075 LogX1 = 0.6532 Cresid5 = 0.0137 LogX1 = 0.6532 Cresid5 = 0.0137 LogX1 = 0.6335 Cresid5 = 0.0147 LogX1 = 0.6335 Cresid5 = 0.0147 LogX1 = 0.5911 Cresid5 = 0.0084 LogX1 = 0.5911 Cresid5 = 0.0084 LogX1 = 0.5682 Cresid5 = 0.0101 LogX1 = 0.5682 Cresid5 = 0.0101 LogX1 = 0.5563 Cresid5 = 0.0135 LogX1 = 0.5563 Cresid5 = 0.0135 LogX1 = 0.5315 Cresid5 = 0.0097 LogX1 = 0.5315 Cresid5 = 0.0097 LogX1 = 0.5052 Cresid5 = 0.0059 LogX1 = 0.5052 Cresid5 = 0.0059 LogX1 = 0.415 Cresid5 = 0.0016 LogX1 = 0.415 Cresid5 = 0.0016 LogX1 = 0.9445 Cresid4 = 0.0034 LogX1 = 0.9445 Cresid4 = 0.0034 LogX1 = 0.9395 Cresid4 = 0.0025 LogX1 = 0.9395 Cresid4 = 0.0025 LogX1 = 0.8921 Cresid4 = 0.0017 LogX1 = 0.8921 Cresid4 = 0.0017 LogX1 = 0.8865 Cresid4 = 0.0023 LogX1 = 0.8865 Cresid4 = 0.0023 LogX1 = 0.8692 Cresid4 = 0.0017 LogX1 = 0.8692 Cresid4 = 0.0017 LogX1 = 0.8633 Cresid4 = -59E-5 LogX1 = 0.8633 Cresid4 = -59E-5 LogX1 = 0.8261 Cresid4 = -0.001 LogX1 = 0.8261 Cresid4 = -0.001 LogX1 = 0.8195 Cresid4 = -0.003 LogX1 = 0.8195 Cresid4 = -0.003 LogX1 = 0.8129 Cresid4 = -0.005 LogX1 = 0.8129 Cresid4 = -0.005 LogX1 = 0.8062 Cresid4 = -0.004 LogX1 = 0.8062 Cresid4 = -0.004 LogX1 = 0.7993 Cresid4 = -0.005 LogX1 = 0.7993 Cresid4 = -0.005 LogX1 = 0.7782 Cresid4 = -0.01 LogX1 = 0.7782 Cresid4 = -0.01 LogX1 = 0.7634 Cresid4 = -0.002 LogX1 = 0.7634 Cresid4 = -0.002 LogX1 = 0.7559 Cresid4 = 0.0061 LogX1 = 0.7559 Cresid4 = 0.0061 LogX1 = 0.7482 Cresid4 = 0.0102 LogX1 = 0.7482 Cresid4 = 0.0102 LogX1 = 0.7324 Cresid4 = 0.0132 LogX1 = 0.7324 Cresid4 = 0.0132 LogX1 = 0.7243 Cresid4 = 0.0132 LogX1 = 0.7243 Cresid4 = 0.0132 LogX1 = 0.716 Cresid4 = 0.0143 LogX1 = 0.716 Cresid4 = 0.0143 LogX1 = 0.7076 Cresid4 = 0.0127 LogX1 = 0.7076 Cresid4 = 0.0127 LogX1 = 0.699 Cresid4 = 0.0057 LogX1 = 0.699 Cresid4 = 0.0057 LogX1 = 0.6812 Cresid4 = 0.0055 LogX1 = 0.6812 Cresid4 = 0.0055 LogX1 = 0.6532 Cresid4 = 0.0026 LogX1 = 0.6532 Cresid4 = 0.0026 LogX1 = 0.6335 Cresid4 = 0.0033 LogX1 = 0.6335 Cresid4 = 0.0033 LogX1 = 0.5911 Cresid4 = -0.009 LogX1 = 0.5911 Cresid4 = -0.009 LogX1 = 0.5682 Cresid4 = -0.008 LogX1 = 0.5682 Cresid4 = -0.008 LogX1 = 0.5563 Cresid4 = -0.004 LogX1 = 0.5563 Cresid4 = -0.004 LogX1 = 0.5315 Cresid4 = -22E-5 LogX1 = 0.5315 Cresid4 = -22E-5 LogX1 = 0.5052 Cresid4 = -0.01 LogX1 = 0.5052 Cresid4 = -0.01 LogX1 = 0.415 Cresid4 = -0.002 LogX1 = 0.415 Cresid4 = -0.002 LogX1 = 0.9445 Cresid3 = -17E-5 LogX1 = 0.9445 Cresid3 = -17E-5 LogX1 = 0.9395 Cresid3 = -0.005 LogX1 = 0.9395 Cresid3 = -0.005 LogX1 = 0.8921 Cresid3 = 0.0012 LogX1 = 0.8921 Cresid3 = 0.0012 LogX1 = 0.8865 Cresid3 = 0.0025 LogX1 = 0.8865 Cresid3 = 0.0025 LogX1 = 0.8692 Cresid3 = .00071 LogX1 = 0.8692 Cresid3 = .00071 LogX1 = 0.8633 Cresid3 = -0.002 LogX1 = 0.8633 Cresid3 = -0.002 LogX1 = 0.8261 Cresid3 = -0.003 LogX1 = 0.8261 Cresid3 = -0.003 LogX1 = 0.8195 Cresid3 = -0.005 LogX1 = 0.8195 Cresid3 = -0.005 LogX1 = 0.8129 Cresid3 = -0.007 LogX1 = 0.8129 Cresid3 = -0.007 LogX1 = 0.8062 Cresid3 = -0.007 LogX1 = 0.8062 Cresid3 = -0.007 LogX1 = 0.7993 Cresid3 = -0.008 LogX1 = 0.7993 Cresid3 = -0.008 LogX1 = 0.7782 Cresid3 = -0.005 LogX1 = 0.7782 Cresid3 = -0.005 LogX1 = 0.7634 Cresid3 = 0.0056 LogX1 = 0.7634 Cresid3 = 0.0056 LogX1 = 0.7559 Cresid3 = 0.0076 LogX1 = 0.7559 Cresid3 = 0.0076 LogX1 = 0.7482 Cresid3 = 0.0074 LogX1 = 0.7482 Cresid3 = 0.0074 LogX1 = 0.7324 Cresid3 = 0.0071 LogX1 = 0.7324 Cresid3 = 0.0071 LogX1 = 0.7243 Cresid3 = 0.0094 LogX1 = 0.7243 Cresid3 = 0.0094 LogX1 = 0.716 Cresid3 = 0.0118 LogX1 = 0.716 Cresid3 = 0.0118 LogX1 = 0.7076 Cresid3 = 0.0108 LogX1 = 0.7076 Cresid3 = 0.0108 LogX1 = 0.699 Cresid3 = 0.0138 LogX1 = 0.699 Cresid3 = 0.0138 LogX1 = 0.6812 Cresid3 = 0.012 LogX1 = 0.6812 Cresid3 = 0.012 LogX1 = 0.6532 Cresid3 = 0.0081 LogX1 = 0.6532 Cresid3 = 0.0081 LogX1 = 0.6335 Cresid3 = 0.0119 LogX1 = 0.6335 Cresid3 = 0.0119 LogX1 = 0.5911 Cresid3 = -0.004 LogX1 = 0.5911 Cresid3 = -0.004 LogX1 = 0.5682 Cresid3 = .00031 LogX1 = 0.5682 Cresid3 = .00031 LogX1 = 0.5563 Cresid3 = 0.0103 LogX1 = 0.5563 Cresid3 = 0.0103 LogX1 = 0.5315 Cresid3 = 0.0135 LogX1 = 0.5315 Cresid3 = 0.0135 LogX1 = 0.5052 Cresid3 = -0.016 LogX1 = 0.5052 Cresid3 = -0.016 LogX1 = 0.415 Cresid3 = -0.01 LogX1 = 0.415 Cresid3 = -0.01 LogX1 = 0.9445 Cresid2 = 0.0016 LogX1 = 0.9445 Cresid2 = 0.0016 LogX1 = 0.9395 Cresid2 = -0.009 LogX1 = 0.9395 Cresid2 = -0.009 LogX1 = 0.8921 Cresid2 = 0.0025 LogX1 = 0.8921 Cresid2 = 0.0025 LogX1 = 0.8865 Cresid2 = 0.0071 LogX1 = 0.8865 Cresid2 = 0.0071 LogX1 = 0.8692 Cresid2 = 0.0059 LogX1 = 0.8692 Cresid2 = 0.0059 LogX1 = 0.8633 Cresid2 = 0.0047 LogX1 = 0.8633 Cresid2 = 0.0047 LogX1 = 0.8261 Cresid2 = 0.0033 LogX1 = 0.8261 Cresid2 = 0.0033 LogX1 = 0.8195 Cresid2 = .00035 LogX1 = 0.8195 Cresid2 = .00035 LogX1 = 0.8129 Cresid2 = -0.004 LogX1 = 0.8129 Cresid2 = -0.004 LogX1 = 0.8062 Cresid2 = -0.01 LogX1 = 0.8062 Cresid2 = -0.01 LogX1 = 0.7993 Cresid2 = -0.009 LogX1 = 0.7993 Cresid2 = -0.009 LogX1 = 0.7782 Cresid2 = -0.01 LogX1 = 0.7782 Cresid2 = -0.01 LogX1 = 0.7634 Cresid2 = -0.013 LogX1 = 0.7634 Cresid2 = -0.013 LogX1 = 0.7559 Cresid2 = 0.0035 LogX1 = 0.7559 Cresid2 = 0.0035 LogX1 = 0.7482 Cresid2 = -0.003 LogX1 = 0.7482 Cresid2 = -0.003 LogX1 = 0.7324 Cresid2 = -0.002 LogX1 = 0.7324 Cresid2 = -0.002 LogX1 = 0.7243 Cresid2 = -0.006 LogX1 = 0.7243 Cresid2 = -0.006 LogX1 = 0.716 Cresid2 = -0.007 LogX1 = 0.716 Cresid2 = -0.007 LogX1 = 0.7076 Cresid2 = -0.003 LogX1 = 0.7076 Cresid2 = -0.003 LogX1 = 0.699 Cresid2 = -0.003 LogX1 = 0.699 Cresid2 = -0.003 LogX1 = 0.6812 Cresid2 = -0.004 LogX1 = 0.6812 Cresid2 = -0.004 LogX1 = 0.6532 Cresid2 = 1.1E-6 LogX1 = 0.6532 Cresid2 = 1.1E-6 LogX1 = 0.6335 Cresid2 = 0.0014 LogX1 = 0.6335 Cresid2 = 0.0014 LogX1 = 0.5911 Cresid2 = 0.0036 LogX1 = 0.5911 Cresid2 = 0.0036 LogX1 = 0.5682 Cresid2 = 0.0057 LogX1 = 0.5682 Cresid2 = 0.0057 LogX1 = 0.5563 Cresid2 = 0.0073 LogX1 = 0.5563 Cresid2 = 0.0073 LogX1 = 0.5315 Cresid2 = 0.0049 LogX1 = 0.5315 Cresid2 = 0.0049 LogX1 = 0.5052 Cresid2 = -0.004 LogX1 = 0.5052 Cresid2 = -0.004 LogX1 = 0.415 Cresid2 = -0.001 LogX1 = 0.415 Cresid2 = -0.001 LogX1 = 0.9445 Cresid1 = 0.0037 LogX1 = 0.9445 Cresid1 = 0.0037 LogX1 = 0.9395 Cresid1 = 0.0013 LogX1 = 0.9395 Cresid1 = 0.0013 LogX1 = 0.8921 Cresid1 = 0.0146 LogX1 = 0.8921 Cresid1 = 0.0146 LogX1 = 0.8865 Cresid1 = 0.0139 LogX1 = 0.8865 Cresid1 = 0.0139 LogX1 = 0.8692 Cresid1 = 0.0129 LogX1 = 0.8692 Cresid1 = 0.0129 LogX1 = 0.8633 Cresid1 = 0.0111 LogX1 = 0.8633 Cresid1 = 0.0111 LogX1 = 0.8261 Cresid1 = 0.0112 LogX1 = 0.8261 Cresid1 = 0.0112 LogX1 = 0.8195 Cresid1 = 0.0104 LogX1 = 0.8195 Cresid1 = 0.0104 LogX1 = 0.8129 Cresid1 = 0.0109 LogX1 = 0.8129 Cresid1 = 0.0109 LogX1 = 0.8062 Cresid1 = 0.015 LogX1 = 0.8062 Cresid1 = 0.015 LogX1 = 0.7993 Cresid1 = 0.0116 LogX1 = 0.7993 Cresid1 = 0.0116 LogX1 = 0.7782 Cresid1 = 0.014 LogX1 = 0.7782 Cresid1 = 0.014 LogX1 = 0.7634 Cresid1 = 0.003 LogX1 = 0.7634 Cresid1 = 0.003 LogX1 = 0.7559 Cresid1 = 0.005 LogX1 = 0.7559 Cresid1 = 0.005 LogX1 = 0.7482 Cresid1 = 0.0035 LogX1 = 0.7482 Cresid1 = 0.0035 LogX1 = 0.7324 Cresid1 = 0.0049 LogX1 = 0.7324 Cresid1 = 0.0049 LogX1 = 0.7243 Cresid1 = 0.0064 LogX1 = 0.7243 Cresid1 = 0.0064 LogX1 = 0.716 Cresid1 = 0.0082 LogX1 = 0.716 Cresid1 = 0.0082 LogX1 = 0.7076 Cresid1 = -0.007 LogX1 = 0.7076 Cresid1 = -0.007 LogX1 = 0.699 Cresid1 = -0.005 LogX1 = 0.699 Cresid1 = -0.005 LogX1 = 0.6812 Cresid1 = -0.005 LogX1 = 0.6812 Cresid1 = -0.005 LogX1 = 0.6532 Cresid1 = -0.024 LogX1 = 0.6532 Cresid1 = -0.024 LogX1 = 0.6335 Cresid1 = -0.021 LogX1 = 0.6335 Cresid1 = -0.021 LogX1 = 0.5911 Cresid1 = -0.021 LogX1 = 0.5911 Cresid1 = -0.021 LogX1 = 0.5682 Cresid1 = -0.018 LogX1 = 0.5682 Cresid1 = -0.018 LogX1 = 0.5563 Cresid1 = -0.006 LogX1 = 0.5563 Cresid1 = -0.006 LogX1 = 0.5315 Cresid1 = -0.002 LogX1 = 0.5315 Cresid1 = -0.002 LogX1 = 0.5052 Cresid1 = -0.003 LogX1 = 0.5052 Cresid1 = -0.003 LogX1 = 0.415 Cresid1 = -17E-5 LogX1 = 0.415 Cresid1 = -17E-5
Cumulative Residual Plot for LogX1