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   Covariate   beta_start      epsilon        grada        gradn 
--------------------------------------------------------------
    constant     0.751755     0.000752  9858.716847  9858.714997 
       age65     0.124065     0.000124  3284.136281  3284.136265 
       age70     0.228512     0.000229  2916.138576  2916.138526 
       age75     0.237209     0.000237  2071.141492  2071.141452 
       age80     0.258576     0.000259  1023.628178  1023.628151 
     chronic     0.497184     0.000497  7219.478712  7219.478114 
       excel    -0.576503     0.000577   325.855311   325.855257 
        good    -0.376005     0.000376  3095.369128  3095.368974 
        fair    -0.160205     0.000160  3509.207936  3509.207905 
     hs_drop    -0.210513     0.000211  4729.232387  4729.232318 
     hs_grad    -0.088321     0.000088  2892.262674  2892.262666 
       black    -0.286739     0.000287  1044.590157  1044.590130 
    hispanic    -0.131932     0.000132   231.434593   231.434592 
      female     0.123723     0.000124  6041.547279  6041.547247 
       mcaid     0.141200     0.000141  1181.025476  1181.025469 
     incomel     0.034159     0.000034 95919.727988 95919.724349 
--------------------------------------------------------------
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   Covariate   beta_start      epsilon       hessda       hessdn 
--------------------------------------------------------------
    constant     0.751755     0.000752 -19641.283153 -19641.283979 
       age65     0.124065     0.000124 -6020.863719 -6020.858178 
       age70     0.228512     0.000229 -5763.861424 -5763.862256 
       age75     0.237209     0.000237 -4199.858508 -4199.858150 
       age80     0.258576     0.000259 -2427.371822 -2427.371979 
     chronic     0.497184     0.000497 -14497.521288 -14497.521243 
       excel    -0.576503     0.000577  -975.144689  -975.144657 
        good    -0.376005     0.000376 -6540.630872 -6540.631212 
        fair    -0.160205     0.000160 -7371.792064 -7371.790478 
     hs_drop    -0.210513     0.000211 -9303.767613 -9303.765714 
     hs_grad    -0.088321     0.000088 -5907.737326 -5907.745382 
       black    -0.286739     0.000287 -1964.409843 -1964.409066 
    hispanic    -0.131932     0.000132  -557.565407  -557.566272 
      female     0.123723     0.000124 -12368.452721 -12368.450877 
       mcaid     0.141200     0.000141 -2214.974524 -2214.974632 
     incomel     0.034159     0.000034 -1886788.666866 -1886788.598144 
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