Posterior Direction and ROPE Probability Table

Posterior Direction and ROPE Probability Table

Usage

posterior_probability_table(x, variables = NULL, regex = NULL, rope = NULL)

Arguments

x

A gp3bayes fit or posterior draws accepted by posterior_interval_table().

variables, regex

Posterior variable selectors.

rope

Optional two-element interval defining a region of practical equivalence. It is descriptive only.

Value

A data frame with posterior direction probabilities and, when requested, the posterior probability inside the supplied interval.

Examples

draws <- cbind(alpha = rnorm(500), beta = rnorm(500, 0.4))
posterior_probability_table(draws, rope = c(-0.1, 0.1))
#>       variable probability_gt_zero probability_lt_zero probability_in_rope
#> alpha    alpha               0.518               0.482               0.056
#> beta      beta               0.660               0.340               0.090
#>       rope_lower rope_upper
#> alpha       -0.1        0.1
#> beta        -0.1        0.1