# Number of parameters = 8  Objective function value = 172.186  Maximum gradient component = 2.27512e-05
# b_race:
 -0.461176 -0.579490 -1.21471
# b_sex:
-0.726084838511
# b_south:
-0.508107899130
# lambda1:
1.78771236496
# lambda2:
11.0521513465
# lambda3:
5.25530822331
# u1:
 -2.18470893732 -2.12970102602 -1.98023037127 -1.07794809070 0.144204270844 1.23350662492 1.58195255981 1.35859392150 0.749974579701 0.500633177284 0.507980527098 0.508395462227 0.546574074921 0.497615227992 0.420272678879 0.346565364726 0.276491738975 0.210051801625 0.147245552676 0.0880729921285 0.0325341199824 -0.0193710637625
# u2:
 -1.80522857702 -1.77960863446 -1.69257319658 -1.54459544619 -1.43430403438 -1.32409482633 -1.17726808280 -0.925262798232 -0.672966218599 -0.417818395671 -0.0525195424933 0.323937372477 0.643649649349 0.951820112930 1.09968712299 1.30202571941 1.51956672238 1.74723784657 1.88660585711 1.86693781055 1.75631570633
# u3:
 0.559378243096 0.592979704639 0.644905359025 0.739263814177 0.870271003759 1.05055958122 1.15624789267 1.22091477993 1.35426811225 1.48645867249 1.25504562794 0.922279234917 0.137229919623 -0.518133856714 -1.00969930173 -1.44525152961 -1.67424015655 -1.71097449030 -1.58946931554 -1.64999252287 -1.82097108304