bug: sample( x, size, replace = TRUE, prob= skewed.probs) produces uniform sample
When `length( skewed.probs ) > 200' uniform samples are generated in R-devel. R-3.5.1 behaves as expected. `epsilon` can be a lot bigger than illustrated and still the uniform distribution is produced. Chuck
set.seed(123) epsilon <- 1e-10 ## uniform to 200 then small p200 <- prop.table( rep( c(1, epsilon), c(200, 999-200))) ## uniform to 201 then small p201 <- prop.table( rep( c(1, epsilon), c(201, 999-201))) brks <- c(0,99,199,200,201,Inf) tab200 <- sample( length(p200), 10000, prob=p200, replace=TRUE) tab201 <- sample( length(p201), 10000, prob=p201, replace=TRUE) cbind(
+ s200=table(cut(tab200, brks)),
+ p200=round(xtabs(p200 ~ cut( seq_along(p200), brks)) * 10000 ,1),
+ s201=table(cut(tab201, brks )),
+ p201=round(xtabs(p201 ~ cut( seq_along(p201), brks)) * 10000 ,1))
s200 p200 s201 p201
(0,99] 5017 4950 984 4925.4
(99,199] 4925 5000 959 4975.1
(199,200] 58 50 9 49.8
(200,201] 0 0 6 49.8
(201,Inf] 0 0 8042 0.0
sessionInfo()
R Under development (unstable) (2019-03-02 r76189) Platform: x86_64-apple-darwin18.2.0 (64-bit) Running under: macOS Mojave 10.14.3 Matrix products: default BLAS: /Users/cberry/projects/R/R-devel/lib/libRblas.dylib LAPACK: /Users/cberry/projects/R/R-devel/lib/libRlapack.dylib locale: [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8 attached base packages: [1] stats graphics grDevices utils datasets methods base loaded via a namespace (and not attached): [1] compiler_3.6.0