Multivariate Age-Period-Cohort (MAPC) Modeling for Health Data

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Documentation for package ‘MAPCtools’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

aggregate_df	Aggregate data across an entire data frame using sufficient statistics
as.APC.df	Add 1-indexed APC columns to data frame, handling numeric or categorical age/period
as.APC.NA.df	Create NA structure across age, period and cohort groups based on strata
fit_all_MAPC	Fit all configurations of MAPC models using INLA
fit_MAPC	Fit a multivariable age-period-cohort model
generate_apc_lincombs	Generate Age-Period-Cohort Linear Combinations for INLA
generate_MAPC_formula	Generate MAPC formula for INLA
plot_binned_counts	Plot counts of observations across bins of a numeric variable, optionally stratified
plot_counts_1D	Plot counts of observations across a single variable, optionally stratified
plot_counts_2D	Plot counts of observations across two dimensions, optionally stratified
plot_counts_with_mean	Plot heatmap of observation counts with mean overlay, optionally stratified
plot_lincombs	Plot Linear Combinations of Age-Period-Cohort Effects by Strata
plot_mean_response_1D	Plot mean of a response variable across a single variable, optionally stratified
plot_mean_response_2D	Plot mean of a response variable across two dimensions, optionally stratified
plot_missing_data	Plot Missing Group Combinations
toy_data	Synthetic Age-Period-Cohort Dataset
validate_lincombs_against_formula	Validate lincomb terms against an INLA formula