Package index • BFACT

All functions

BFACT(): Bayesian Latent Factor Model for Climate Projections (BFACT)

consolidate_results(): Consolidate Fitting Results

detect_outliers(): Detect Outlier Climate Models Using RMSE Thresholding

find_elbow(): Find Elbow Point in a Curve (Perpendicular Distance Method)

fit_bfact_model(): Fit BFACT Model for a Single H Value

mean_sd_threshold(): RMSE Threshold Function (Mean + k SD)

plot_comparison(): Plot Model Comparison

plot_data_with_posterior(): Plot Data with Posterior Samples or True Trend

plot_normalized_metrics(): Plot Normalized Metrics with Elbow Detection

plot_posterior(): Plot Posterior Distribution

plot_posterior_variance(): Plot Variance of Posterior Means Across Replicates

plot_replicate_averages(): Plot Average Posterior Means Across Replicates with True Trend

plot_timewise(): Plot Timewise Posterior with Observations

posterior_mean_curve(): Compute Posterior Mean Curve

sample_posterior(): Sampled Posterior Curves

simulate_data(): Simulate Climate Data

simulate_from_posterior(): Simulate Data from a Posterior Draw of a Fitted BFACT Object