random.Categorical: Draw a random sample from a Categorical distribution

In distributions3: Probability Distributions as S3 Objects

Draw a random sample from a Categorical distribution

Description

Draw a random sample from a Categorical distribution

Usage

## S3 method for class 'Categorical'
random(x, n = 1L, ...)

Arguments

x	A Categorical object created by a call to Categorical().
n	The number of samples to draw. Defaults to 1L.
...	Unused. Unevaluated arguments will generate a warning to catch mispellings or other possible errors.

Value

A vector containing values from outcomes of length n.

Examples

set.seed(27)

X <- Categorical(1:3, p = c(0.4, 0.1, 0.5))
X

Y <- Categorical(LETTERS[1:4])
Y

random(X, 10)
random(Y, 10)

pdf(X, 1)
log_pdf(X, 1)

cdf(X, 1)
quantile(X, 0.5)

# cdfs are only defined for numeric sample spaces. this errors!
# cdf(Y, "a")

# same for quantiles. this also errors!
# quantile(Y, 0.7)

distributions3 documentation built on Sept. 30, 2024, 9:37 a.m.