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Summarize Simulation Outputs with Medians and Confidence Intervals

Source: R/model_simulation.R
summarize_simulations.Rd

Computes the pointwise median and confidence intervals for selected variables across multiple simulation runs. Useful for summarizing posterior predictive distributions of model outputs.

Usage

summarize_simulations(simulation_results, ci_level = 0.95, variables = NULL)

Arguments

simulation_results

A list of data frames, where each data frame contains the model output for a different parameter set. Each data frame must include a date_ymd column.

ci_level

Numeric value between 0 and 1 specifying the confidence level for the intervals (e.g., 0.95 for 95% confidence intervals).

variables

A character vector indicating which compartment names to summarize (e.g., c("SC", "EC", "prev_total_with_R")). If NULL, all variables except date_ymd and simulation_id will be included.

Value

A data frame with one row per date and summary statistics (median, lower, and upper bounds) for each selected variable. Columns are named using the pattern <variable>_median, <variable>_lower, and <variable>_upper.