Given a matrix of multinomial probabilities where rows correspond to
observations and columns to categories (and each row sums to 1),
generates a matrix with the same number of rows as has
m columns. The columns represent multinomial cell numbers,
and within a row the columns are all samples from the same multinomial
distribution. The code is a modification of that in the
impute.polyreg function in the
matrix of probabilities
number of samples for each row of
an integer matrix having
set.seed(1) w <- rMultinom(rbind(c(.1,.2,.3,.4),c(.4,.3,.2,.1)),200) t(apply(w, 1, table)/200)
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