Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy

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Documentation for package ‘MAIHDA’ version 0.1.11

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

Help Pages

calculate_pvc	Calculate Proportional Change in Between-Stratum Variance (PCV)
compare_maihda	Compare MAIHDA Models
compare_maihda_groups	Compare MAIHDA Metrics Across Levels of a Grouping Variable
compute_maihda_ternary_data	Compute Ternary Data for MAIHDA Models
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_ternary_plot	Generate Ternary Plot from MAIHDA Model
maihda_tidiers	Tidy a MAIHDA summary, model, or analysis
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.maihda_ternary	Plot MAIHDA Ternary Diagram
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.pvc_result	Print method for PVC 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
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