Plot uncertainty ribbons for imputed trait values

Plots conformal prediction intervals when present, otherwise an approximate prediction +/- 1.96 * SE ribbon, sorted by predicted value. If truth is supplied, observed values are overlaid as points. Works for continuous, count, and ordinal traits. For binary traits, plots predicted probabilities with an uncertainty ribbon.

Usage

plot_uncertainty(pred_result, truth = NULL, trait_name)

Arguments

pred_result

list with imputed and se components (output of predict.pigauto_fit).

truth

matrix or data.frame of true values (same scale as pred_result$imputed), or NULL.

trait_name

character. Which trait to plot (must match column name).

Value

A ggplot object.