Create a Numeric Prediction Profile

Usage

create_prediction_profile(
  fit,
  variable,
  values = NULL,
  n = 50L,
  at = list(),
  type = c("expected", "predictive", "linear", "median"),
  include_group_effects = FALSE,
  allow_new_levels = FALSE,
  ndraws = NULL,
  probs = c(0.025, 0.5, 0.975),
  seed = 1L
)

Arguments

fit: A fitted gp3bayes_fit.
variable: Numeric predictor to vary.
values: Optional explicit predictor values.
n: Number of values when values is omitted.
at: Named values holding other predictors fixed.
type: Prediction quantity.
include_group_effects: Whether group effects are included.
allow_new_levels: Whether new grouping levels are permitted.
ndraws: Optional posterior draws.
probs: Three interval probabilities.
seed: Predictive simulation seed where applicable.

Value

A gp3bayes_prediction_profile.