Package index • MAIHDA

All functions

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
fit_maihda(): Fit MAIHDA Model
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
glance(<maihda_summary>) glance(<maihda_model>) glance(<maihda_analysis>): 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
tidy(<maihda_summary>) tidy(<maihda_model>) tidy(<maihda_analysis>): 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(<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
theme_maihda(): MAIHDA plot theme