Nothing
obj.lo <- function(para, map, data, ref, inv.V, bet0, outcome){
data$'(Intercept)' <- 1
nmodel <- length(map$bet)
lam <- para[map$lam]
the <- para[map$the]
fx <- as.matrix(data[, names(the), drop = FALSE])
y <- data[, outcome]
lin <- as.vector(fx %*% the)
g <- gfunction.lo(para, map, ref)
pr <- as.vector(1/(1+g %*% lam))
bet <- para[map$all.bet]
plogL <- sum(y*lin) - sum(log(1+exp(lin))) + sum(log(pr)) -1/2 * as.vector(t(bet0 - bet) %*% inv.V %*% (bet0 - bet))
names(plogL) <- NULL
plogL
}
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