The SAS System 18:27 Sunday, May 1, 2005 1 The MEANS Procedure Variable N Mean Std Dev Minimum Maximum -------------------------------------------------------------------------------- age 9507 41.4276849 11.2859335 19.0000000 64.0000000 sex 9507 0.4638687 0.4987191 0 1.0000000 income 9507 25.0146191 23.1633176 0 173.3626000 employed 9507 0.7642790 0.4244709 0 1.0000000 insured 9507 0.8361208 0.3701854 0 1.0000000 health 9507 2.2481330 1.0967146 1.0000000 5.0000000 spending 9507 1852.18 7850.16 0 427086.00 spend0 9507 0.1682970 0.3741495 0 1.0000000 -------------------------------------------------------------------------------- Linear probability model, question 1 2 18:27 Sunday, May 1, 2005 The REG Procedure Model: MODEL1 Dependent Variable: insured Number of Observations Read 9507 Number of Observations Used 9507 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 4 71.41120 17.85280 137.77 <.0001 Error 9502 1231.26494 0.12958 Corrected Total 9506 1302.67613 Root MSE 0.35997 R-Square 0.0548 Dependent Mean 0.83612 Adj R-Sq 0.0544 Coeff Var 43.05259 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 0.65629 0.01627 40.33 <.0001 age 1 0.00276 0.00033422 8.27 <.0001 sex 1 -0.06238 0.00760 -8.20 <.0001 employed 1 0.01944 0.00969 2.01 0.0448 income 1 0.00318 0.00017806 17.84 <.0001 Bootstrap of LPM 18:27 Sunday, May 1, 2005 3 Frequency 300 + ** | ** | ** | ** ** ** 270 + ** ** ** | ** ** ** | ** ** ** | ** ** ** 240 + ** ** ** ** | ** ** ** ** | ** ** ** ** | ** ** ** ** 210 + ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** 180 + ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** 150 + ** ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ----------------------------------------------------------- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 6 7 7 9 1 2 3 4 5 7 8 9 0 1 3 4 5 6 7 9 0 1 8 0 2 4 6 8 0 2 4 6 8 0 2 4 6 8 0 2 4 Root mean squared error Bootstrap of LPM 18:27 Sunday, May 1, 2005 4 Frequency | ** | ** | ** ** 240 + ** ** | ** ** | ** ** ** ** | ** ** ** ** 210 + ** ** ** ** | ** ** ** ** | ** ** ** ** | ** ** ** ** ** 180 + ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** ** 150 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** -------------------------------------------------------------------- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . . . . 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 9 0 0 1 1 2 3 3 4 4 5 6 6 7 7 8 9 9 0 0 1 2 4 0 6 2 8 4 0 6 2 8 4 0 6 2 8 4 0 6 2 8 4 0 Intercept Bootstrap of LPM 18:27 Sunday, May 1, 2005 5 Frequency 270 + ** | ** | ** ** ** | ** ** ** 240 + ** ** ** | ** ** ** | ** ** ** ** | ** ** ** ** 210 + ** ** ** ** | ** ** ** ** | ** ** ** ** | ** ** ** ** 180 + ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** 150 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ----------------------------------------------------------- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 6 8 9 0 1 2 4 5 6 7 8 0 1 2 3 4 6 7 8 8 0 2 4 6 8 0 2 4 6 8 0 2 4 6 8 0 2 4 age Midpoint Bootstrap of LPM 18:27 Sunday, May 1, 2005 6 Frequency 270 + ** | ** | ** ** ** | ** ** ** 240 + ** ** ** | ** ** ** | ** ** ** | ** ** ** ** 210 + ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** 180 + ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** 150 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** -------------------------------------------------------------- - - - - - - - - - - - - - - - - - - - - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . . 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 8 8 8 7 7 7 7 6 6 6 6 5 5 5 5 4 4 4 4 7 5 2 0 7 5 2 0 7 5 2 0 7 5 2 0 7 5 2 0 5 0 5 0 5 0 5 0 5 0 5 0 5 0 5 0 5 0 5 0 sex Midpoint Bootstrap of LPM 18:27 Sunday, May 1, 2005 7 Frequency 300 + ** | ** | ** | ** 270 + ** ** | ** ** | ** ** ** | ** ** ** 240 + ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** 210 + ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** 180 + ** ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** 150 + ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ----------------------------------------------------------- - - - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 2 2 2 3 3 4 4 4 5 5 6 2 8 4 0 4 8 2 6 0 4 8 2 6 0 4 8 2 6 0 employed Midpoint Bootstrap of LPM 18:27 Sunday, May 1, 2005 8 Frequency 270 + ** ** | ** ** ** | ** ** ** | ** ** ** ** 240 + ** ** ** ** | ** ** ** ** | ** ** ** ** | ** ** ** ** 210 + ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** 180 + ** ** ** ** ** | ** ** ** ** ** | ** ** ** ** ** ** | ** ** ** ** ** ** 150 + ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 120 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** 90 + ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** 60 + ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** 30 + ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** | ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** ** -------------------------------------------------------------- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 . . . . . . . . . . . . . . . . . . . . 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 6 7 7 8 9 9 0 0 1 2 2 3 3 4 5 5 6 6 7 8 7 3 9 5 1 7 3 9 5 1 7 3 9 5 1 7 3 9 5 1 income Midpoint Bootstrap of LPM 18:27 Sunday, May 1, 2005 9 Frequency 2000 + ***** | ***** | ***** | ***** 1800 + ***** | ***** | ***** | ***** 1600 + ***** | ***** | ***** | ***** 1400 + ***** | ***** | ***** | ***** 1200 + ***** | ***** | ***** | ***** 1000 + ***** | ***** | ***** | ***** 800 + ***** | ***** | ***** | ***** 600 + ***** | ***** | ***** | ***** 400 + ***** | ***** | ***** | ***** 200 + ***** | ***** | ***** | ***** -------------------- -1 insured Midpoint Bootstrap of LPM 18:27 Sunday, May 1, 2005 10 Approximate Approximate Lower Observed Bootstrap Approximate Standard Confidence Name Statistic Mean Bias Error Limit Intercept 0.65629 0.65630 0.000014645 0.018508 0.62000 _RMSE_ 0.35997 0.35986 -.000113415 0.003208 0.35380 age 0.00276 0.00276 -.000000675 0.000362 0.00206 employed 0.01944 0.01942 -.000025755 0.010716 -0.00153 income 0.00318 0.00318 0.000002022 0.000171 0.00284 insured -1.00000 -1.00000 0 0.000000 -1.00000 sex -0.06238 -0.06239 -.000007175 0.007643 -0.07735 Approximate Upper Method for Bias-Corrected Confidence Confidence Confidence Name Statistic Limit Level (%) Interval Intercept 0.65627 0.69255 95 Bootstrap Normal _RMSE_ 0.36009 0.36637 95 Bootstrap Normal age 0.00276 0.00347 95 Bootstrap Normal employed 0.01947 0.04047 95 Bootstrap Normal income 0.00317 0.00351 95 Bootstrap Normal insured -1.00000 -1.00000 95 Bootstrap Normal sex -0.06237 -0.04739 95 Bootstrap Normal Minimum Maximum Resampled Resampled Number of LABEL OF FORMER Name Estimate Estimate Resamples VARIABLE Intercept 0.59534 0.72058 2000 Intercept _RMSE_ 0.34925 0.37144 2000 Root mean squared error age 0.00166 0.00390 2000 employed -0.01275 0.06133 2000 income 0.00266 0.00383 2000 insured -1.00000 -1.00000 2000 sex -0.08752 -0.03954 2000 Bootstrap CI for employment, percentile method 11 18:27 Sunday, May 1, 2005 Approximate Approximate Lower Upper Observed Confidence Confidence Confidence Method for Name Statistic Limit Limit Level (%) Confidence Interval Intercept 0.65629 . . 95 Bootstrap percentile _RMSE_ 0.35997 . . 95 Bootstrap percentile age 0.00276 . . 95 Bootstrap percentile employed 0.01944 -.001973015 0.040130 95 Bootstrap percentile income 0.00318 . . 95 Bootstrap percentile insured -1.00000 . . 95 Bootstrap percentile sex -0.06238 . . 95 Bootstrap percentile Number of LABEL OF FORMER Name Resamples VARIABLE Intercept . Intercept _RMSE_ . Root mean squared error age . employed 2000 income . insured . sex . Bootstrap CI for employment, BCa method 12 18:27 Sunday, May 1, 2005 Estimated Estimated Lower Observed Jackknife Estimated Standard Confidence Bias-Corrected Name Statistic Mean Bias Error Limit Statistic employed 0.019442 0.019442 -.000028671 0.010751 -.001600395 0.019471 Estimated Upper Method for Minimum Maximum Confidence Confidence Confidence Resampled Resampled Number of Name Limit Level (%) Interval Estimate Estimate Resamples employed 0.040542 95 Jackknife 0.018610 0.019786 9507 Bootstrap CI for employment, BCa method 13 18:27 Sunday, May 1, 2005 Approximate Approximate Lower Upper Method for Observed Confidence Confidence Confidence Confidence Number of Name Statistic Limit Limit Level (%) Interval Resamples Intercep . . . 95 Bootstrap bca 1 Intercept 0.65629 . . 95 Bootstrap bca . _RMSE_ 0.35997 . . 95 Bootstrap bca 1 age 0.00276 . . 95 Bootstrap bca 1 employed 0.01944 -.001977699 0.040093 95 Bootstrap bca 2000 income 0.00318 . . 95 Bootstrap bca 1 insured -1.00000 . . 95 Bootstrap bca 1 sex -0.06238 . . 95 Bootstrap bca 1 Lower Upper Bias LABEL OF FORMER Percentile Percentile Correction Name VARIABLE Point Point (Z0) Acceleration Intercep Intercept . . . . Intercept Intercept . . . . _RMSE_ Root mean squared error . . . . age . . . . employed 0.024872 0.97487 -.005013278 .002035576 income . . . . insured . . . . sex . . . . Spending regression, question 3 14 18:27 Sunday, May 1, 2005 The REG Procedure Model: MODEL1 Dependent Variable: spending Number of Observations Read 9507 Number of Observations Used 9507 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 4 7913259410 1978314853 32.53 <.0001 Error 9502 5.778941E11 60818152 Corrected Total 9506 5.858073E11 Root MSE 7798.59935 R-Square 0.0135 Dependent Mean 1852.18344 Adj R-Sq 0.0131 Coeff Var 421.04897 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 1695.38188 352.53795 4.81 <.0001 age 1 36.85576 7.24069 5.09 <.0001 sex 1 -137.66790 164.74106 -0.84 0.4034 employed 1 -1857.32371 209.87572 -8.85 <.0001 income 1 4.53039 3.85755 1.17 0.2403 Tobit analysis, question 4 15 18:27 Sunday, May 1, 2005 The QLIM Procedure Summary Statistics of Continuous Responses N Obs N Obs Standard Lower Upper Lower Upper Variable Mean Error Type Bound Bound Bound Bound spending 1852.183 7850.159822 Censored 0 1600 Model Fit Summary Number of Endogenous Variables 1 Endogenous Variable spending Number of Observations 9507 Log Likelihood -84040 Maximum Absolute Gradient 1.45181E-6 Number of Iterations 34 AIC 168092 Schwarz Criterion 168135 Algorithm converged. Parameter Estimates Standard Approx Parameter Estimate Error t Value Pr > |t| Intercept -412.065615 406.433965 -1.01 0.3107 age 66.738153 8.315557 8.03 <.0001 sex -1114.489356 189.839095 -5.87 <.0001 employed -2190.521709 240.298481 -9.12 <.0001 income 21.099892 4.386365 4.81 <.0001 _Sigma 8677.343821 69.571610 124.73 <.0001 Tobit analysis, question 4 16 18:27 Sunday, May 1, 2005 I _ n e S t m _ _ T e p i _ N T A r l n S A Y T c o c i O M P U e a s y o g b E E S p g e e m m s _ _ _ t e x d e a 1 PARM 0 Converged -412.066 66.7382 -1114.49 -2190.52 21.0999 8677.34 2 STD 0 Converged 406.434 8.3156 189.84 240.30 4.3864 69.57 Tobit analysis, question 4 17 18:27 Sunday, May 1, 2005 The MEANS Procedure Variable N Mean Std Dev Minimum Maximum ---------------------------------------------------------------------------- _Sigma 9507 8677.34 0 8677.34 8677.34 age 9507 41.4276849 11.2859335 19.0000000 64.0000000 sex 9507 0.4638687 0.4987191 0 1.0000000 income 9507 25.0146191 23.1633176 0 173.3626000 employed 9507 0.7642790 0.4244709 0 1.0000000 insured 9507 0.8361208 0.3701854 0 1.0000000 health 9507 2.2481330 1.0967146 1.0000000 5.0000000 spending 9507 1852.18 7850.16 0 427086.00 spend0 9507 0.1682970 0.3741495 0 1.0000000 Xbeta_spending 9507 689.4009136 1392.08 -2416.28 6026.63 Meff_age 9507 35.4486846 4.2000450 26.0499111 50.4756354 Meff_sex 9507 -591.9729583 70.1383738 -842.9145276 -435.0187634 Meff_employed 9507 -1163.52 137.8565257 -1656.74 -855.0266003 Meff_income 9507 11.2074338 1.3278836 8.2359235 15.9583451 XBsig 9507 0.0794484 0.1604266 -0.2784587 0.6945252 P_prob 9507 0.5311607 0.0629332 0.3903301 0.7563235 ---------------------------------------------------------------------------- Heckman analysis, question 5 18 18:27 Sunday, May 1, 2005 The QLIM Procedure Summary Statistics of Continuous Responses N Obs Standard Lower Upper Lower Variable N Mean Error Type Bound Bound Bound spending 7907 2226.977 8559.310090 Regular Summary Statistics of Continuous Responses N Obs Upper Variable Bound spending Discrete Response Profile of posspend Index Value Frequency Percent 1 0 1600 16.83 2 1 7907 83.17 Model Fit Summary Number of Endogenous Variables 2 Endogenous Variable posspend spending Number of Observations 9507 Log Likelihood -86596 Maximum Absolute Gradient 0.47477 Number of Iterations 78 AIC 173217 Schwarz Criterion 173302 Algorithm converged. Parameter Estimates Standard Approx Parameter Estimate Error t Value Pr > |t| spending.Intercept 752.122653 390.964275 1.92 0.0544 spending.age 46.355464 8.626055 5.37 <.0001 spending.sex -69.452968 201.013656 -0.35 0.7297 spending.income -14.734633 4.148336 -3.55 0.0004 _Sigma.spending 8538.887842 67.930287 125.70 <.0001 posspend.Intercept 0.017896 0.073393 0.24 0.8074 Heckman analysis, question 5 19 18:27 Sunday, May 1, 2005 The QLIM Procedure Parameter Estimates Standard Approx Parameter Estimate Error t Value Pr > |t| posspend.age 0.013524 0 . . posspend.sex -0.504074 0 . . posspend.employed -0.195165 0.043862 -4.45 <.0001 posspend.insured 0.805899 0 . . posspend.income 0.007949 0 . . _Rho -0.035188 0 . . Heckman analysis, question 5 20 18:27 Sunday, May 1, 2005 The MEANS Procedure Variable N Mean Std Dev Minimum ----------------------------------------------------------------------------- age 9507 41.4276849 11.2859335 19.0000000 sex 9507 0.4638687 0.4987191 0 income 9507 25.0146191 23.1633176 0 employed 9507 0.7642790 0.4244709 0 insured 9507 0.8361208 0.3701854 0 health 9507 2.2481330 1.0967146 1.0000000 spending 9507 1852.18 7850.16 0 spend0 9507 0.1682970 0.3741495 0 posspend 9507 0.8317030 0.3741495 0 P_posspend 9507 0.9547702 0.2078188 0 P_spending 9507 2271.72 589.6773198 3.9647262 Meff_spending_age 9507 46.3554643 0 46.3554643 Meff_spending_sex 9507 -69.4529682 0 -69.4529682 Meff_spending_income 9507 -14.7346329 2.765765E-12 -14.7346329 Meff_P1_posspend_age 9507 -0.0029909 0.0012567 -0.0053955 Meff_P2_posspend_age 9507 0.0029909 0.0012567 0.000170342 Meff_P1_posspend_sex 9507 0.1114768 0.0468374 0.0063489 Meff_P2_posspend_sex 9507 -0.1114768 0.0468374 -0.2010962 Meff_P1_posspend_employed 9507 0.0431610 0.0181343 0.0024581 Meff_P2_posspend_employed 9507 -0.0431610 0.0181343 -0.0778595 Meff_P1_posspend_insured 9507 -0.1782259 0.0748824 -0.3215070 Meff_P2_posspend_insured 9507 0.1782259 0.0748824 0.0101504 Meff_P1_posspend_income 9507 -0.0017580 0.000738631 -0.0031713 Meff_P2_posspend_income 9507 0.0017580 0.000738631 0.000100122 ----------------------------------------------------------------------------- Variable Maximum ---------------------------------------- age 64.0000000 sex 1.0000000 income 173.3626000 employed 1.0000000 insured 1.0000000 health 5.0000000 spending 427086.00 spend0 1.0000000 posspend 1.0000000 P_posspend 1.0000000 P_spending 3718.87 Meff_spending_age 46.3554643 Meff_spending_sex -69.4529682 Meff_spending_income -14.7346329 Meff_P1_posspend_age -0.000170342 Meff_P2_posspend_age 0.0053955 Meff_P1_posspend_sex 0.2010962 Meff_P2_posspend_sex -0.0063489 Meff_P1_posspend_employed 0.0778595 Meff_P2_posspend_employed -0.0024581 Meff_P1_posspend_insured -0.0101504 Meff_P2_posspend_insured 0.3215070 Meff_P1_posspend_income -0.000100122 Meff_P2_posspend_income 0.0031713 ----------------------------------------