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Performs likelihood ratio test on `logLik` objects.
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#' @param \dots two or more `logLik` objects | |
lrt <- | |
function(...) { | |
logL <- list(...) | |
nmodels <- length(logL) | |
rval <- matrix(rep(NA, 5 * nmodels), ncol = 5) | |
colnames(rval) <- c("#Df", "LogLik", "Df", "Chisq", "Pr(>Chisq)") | |
rownames(rval) <- 1:nmodels | |
rval[, 1] <- as.numeric(sapply(logL, function(x) attr(x, "df"))) | |
rval[, 2] <- sapply(logL, as.numeric) | |
rval[2:nmodels, 3] <- rval[2:nmodels, 1] - rval[1:(nmodels - 1), 1] | |
rval[2:nmodels, 4] <- 2 * abs(rval[2:nmodels, 2] - rval[1:(nmodels - 1), 2]) | |
rval[, 5] <- pchisq(rval[, 4], round(abs(rval[, 3])), lower.tail = FALSE) | |
rval | |
} |
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