# Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy

## Documentation for package ‘MAIHDA’ version 0.2.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

calculate_pcv | Calculate Proportional Change in Between-Stratum Variance (PCV)
calculate_pvc | Deprecated: use calculate_pcv()
compare_maihda | Compare MAIHDA Models
compare_maihda_groups | Compare MAIHDA Metrics Across Levels of a Grouping Variable
fit_maihda | Fit MAIHDA Model
glance.maihda_analysis | Glance at a MAIHDA model or analysis
glance.maihda_model | Glance at a MAIHDA model or analysis
glance.maihda_summary | Glance at a MAIHDA model or analysis
maihda | Run a Complete MAIHDA Analysis
maihda_auc | Area under the ROC curve (C-statistic), rank-based
maihda_country_data | Cross-National Educational Achievement Data for MAIHDA
maihda_cumulative | Cumulative (ordinal) family marker for MAIHDA models
maihda_discriminatory_accuracy | Discriminatory accuracy of a binary MAIHDA model
maihda_glance | Glance at a MAIHDA model or analysis
maihda_health_data | NHANES Health Data Subset for MAIHDA Use
maihda_ic | Information criteria for MAIHDA models
maihda_interactions | Flag strata with credibly non-zero intersectional interaction
maihda_long_data | Simulated Longitudinal Data for MAIHDA
maihda_mor | Median Odds Ratio (MOR) for a logistic MAIHDA model
maihda_sim_data | Simulated Health Data for MAIHDA Use
maihda_sparse_data | Sparse Intersectional Data for Bayesian MAIHDA
maihda_table | Canonical MAIHDA results table and ranked-strata table
maihda_tidiers | Tidy a MAIHDA summary, model, or analysis
maihda_upset_size | Recommended Figure Size for the UpSet Stratum Plot
maihda_vpc_response | Response-scale VPC for a binomial MAIHDA model
make_strata | Create Strata from Multiple Variables
plot.maihda_analysis | Plot a MAIHDA Analysis
plot.maihda_comparison | Plot a MAIHDA Model Comparison
plot.maihda_group_comparison | Plot a MAIHDA Group Comparison
plot.maihda_model | Plot MAIHDA Model Results
plot_prediction_deviation_panels | Plot Prediction Deviation Panels
predict_maihda | Predict from MAIHDA Model
print.maihda_analysis | Print a MAIHDA Analysis
print.maihda_group_comparison | Print method for MAIHDA group comparisons
print.maihda_ic | Print MAIHDA information criteria
print.maihda_interactions | Print a MAIHDA interaction diagnostic
print.maihda_long_pcv | Print a longitudinal MAIHDA PCV
print.maihda_model | Print method for maihda_model
print.maihda_stepwise | Print a stepwise MAIHDA table
print.maihda_strata | Print method for maihda_strata objects
print.maihda_summary | Print method for maihda_summary objects
print.maihda_table | Print a MAIHDA results table
print.pcv_result | Print method for PCV results
print.pvc_result | Print method for PCV results
run_maihda_app | Run MAIHDA Shiny Application
stepwise_pcv | Stepwise Proportional Change in Variance (PCV)
summary.maihda_analysis | Summarize a MAIHDA Analysis
summary.maihda_model | Summarize MAIHDA Model
theme_maihda | MAIHDA plot theme
tidy.maihda_analysis | Tidy a MAIHDA summary, model, or analysis
tidy.maihda_model | Tidy a MAIHDA summary, model, or analysis
tidy.maihda_summary | Tidy a MAIHDA summary, model, or analysis