inst/snippet/pois-lrt01.R

In fastR2: Foundations and Applications of Statistics Using R (2nd Edition)

x <- c(1, 1, 0, 4, 2, 1, 3, 0, 0, 2);  tally(x)
mean(x) 
lrtStat <- function(x, lambda0 = 1) {
    x.bar <- mean(x); n <- length(x)
    2 * ( - n * x.bar   + n * x.bar * log(x.bar) + 
            n * lambda0 - n * x.bar * log(lambda0))
    }
lrtStat(x)
pval <- 1 - pchisq(lrtStat(x), df = 1); pval