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2009 Feb 01
2
Extracting Coefficients and Such from mle2 Output
The mle2 function (bbmle library) gives an example something like the following in its help page. How do I access the coefficients, standard errors, etc in the summary of "a"? > x <- 0:10 > y <- c(26, 17, 13, 12, 20, 5, 9, 8, 5, 4, 8) > LL <- function(ymax=15, xhalf=6) + -sum(stats::dpois(y, lambda=ymax/(1+x/xhalf), log=TRUE)) > a <- mle2(LL, fixed=list(xhalf=6)) > summary(a) Maximum likelihood estimation Call: mle2(minuslogl = LL, fixed = list(xhalf = 6)) Coefficients: Estimate Std. Error z value Pr(z) ymax 19.2881 1.711...