Add Summary Statistics to Predictions

Adds common summary statistics (mean, median, confidence intervals) to a nested predictions tibble.

Usage

predictions_summary(nested_df, ci_levels = c(0.5, 0.9, 0.95))

Arguments

nested_df

A tibble with a 'samples' list-column

ci_levels

Confidence interval levels (default: c(0.5, 0.9, 0.95))

Value

The input tibble with additional columns: mean, median, and lower/upper bounds for each CI level (e.g., lower_50, upper_50)

Examples

if (FALSE) { # \dontrun{
# Add summary statistics
preds_with_summary <- predictions_summary(nested_preds)

# View mean predictions
preds_with_summary$mean
} # }