rvec (version 0.0.7)

dbinom_rvec: The Binomial Distribution, Using Multiple Draws

Description

Density, distribution function, quantile function and random generation for the binomial distribution, modified to work with rvecs.

Usage

dbinom_rvec(x, size, prob, log = FALSE)
pbinom_rvec(q, size, prob, lower.tail = TRUE, log.p = FALSE)
qbinom_rvec(p, size, prob, lower.tail = TRUE, log.p = FALSE)
rbinom_rvec(n, size, prob, n_draw = NULL)

Value

• If any of the arguments are rvecs, or if a value for n_draw is supplied, then an rvec

• Otherwise an ordinary R vector.

Arguments

x

Quantiles. Can be an rvec.

size

Number of trials. See stats::dbinom(). Can be an rvec.

prob

Probability of success in each trial. See stats::dbinom(). Can be an rvec.

log, log.p

Whether to return results on a log scale. Default is FALSE. Cannot be an rvec.

q

Quantiles. Can be an rvec.

lower.tail

Whether to return \(P[X \le x]\), as opposed to \(P[X > x]\). Default is TRUE. Cannot be an rvec.

p

Probabilities. Can be an rvec.

n

The length of random vector being created. Cannot be an rvec.

n_draw

Number of random draws in the random vector being created. Cannot be an rvec.

Details

Functions dbinom_rvec(), pbinom_rvec(), pbinom_rvec() and rbinom_rvec() work like base R functions dbinom(), pbinom(), qbinom(), and rbinom(), except that they accept rvecs as inputs. If any input is an rvec, then the output will be too. Function rbinom_rvec() also returns an rvec if a value for n_draw is supplied.

dbinom_rvec(), pbinom_rvec(), pbinom_rvec() and rbinom_rvec() use tidyverse vector recycling rules:

• Vectors of length 1 are recycled

• All other vectors must have the same size

See Also

• dbinom()

• pbinom()

• qbinom()

• rbinom()

• stats::distributions.

Examples

x <- rvec(list(c(3, 8),
               c(0, 2)))
dbinom_rvec(x, size = 8, prob = 0.3)
pbinom_rvec(x, size = 8, prob = 0.3)

rbinom_rvec(n = 2,
            size = 10,
            prob = c(0.7, 0.3),
            n_draw = 1000)