pzinb {SeqNet}

The Zero-Inflated Negative Binomial Distribution

Description

The Zero-Inflated Negative Binomial Distribution

Usage

pzinb(q, size, mu, rho, lower.tail = TRUE, log.p = FALSE)

Arguments

q

A vector of quantities.

size

The dispersion paramater used in dnbinom

mu

The mean parameter used in dnbinom.

rho

The zero-inflation parameter.

lower.tail

Logical; if TRUE, then probabilities are P(X <= x). Otherwise, P(X > x).

log.p

Logical; if TRUE, then log(p) is returned.

Value

The probabilities for the given q values.

Examples

x <- rzinb(10, 1, 10, 0.1)
p <- pzinb(x, 1, 10, 0.1)
y <- qzinb(p, 1, 10, 0.1)
all(x == y)
# Compute P(0 < X < 5) for X ~ ZINB(1, 10, 0.1)
sum(dzinb(0:5, 1, 10, 0.1))