Draw binomial counts

Usage

draw_binomial(
  prob = apply_link(latent, link),
  trials = 1L,
  N = length(prob),
  link = "identity",
  latent = NULL,
  quantile_y = NULL
)

Arguments

prob: Probability of success per trial, already on the probability scale. Supplying it with a non-identity link is an error naming latent.
trials: Number of trials per observation (scalar or vector).
N: Number of observations. Defaults to length(prob).
link: One of "identity" (default), "logit", "logistic", "probit", or a function applied to latent. Any other name is an error.
latent: Latent variable on an unbounded scale, mapped to the probability scale by link.
quantile_y: Optional quantile vector for correlate.

Value

An integer vector of successes out of trials, of length N.

Examples

fabricate(N = 4, p = c(0.1, 0.3, 0.7, 0.9),
          Y = draw_binomial(prob = p, trials = 10))
#> # A tibble: 4 × 3
#>   ID        p     Y
#>   <chr> <dbl> <int>
#> 1 1       0.1     0
#> 2 2       0.3     2
#> 3 3       0.7     8
#> 4 4       0.9     8