Helper Functions for Bayesian Kernel Machine Regression


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Documentation for package ‘simBKMRdata’ version 0.1.1

Help Pages

.skewness Helper function to calculate skewness for a vector
calculate_pip_threshold Calculate PIP Threshold
calculate_stats_gamma Calculate summary statistics and gamma parameters for each group
calculate_stats_gaussian Calculate summary statistics for each group
estimate_mv_moments Helper function to estimate moment vectors/matrices for observations within a group
estimate_mv_shape_rate Helper function to estimate shape, rate, and correlation parameters for observations within a group
generate_mvGamma_data Generate Multivariate Skewed Gamma Transformed Data
metalExposChildren_df Children's Environmental Heavy Metal Exposure Data
simulate_group_data Simulate Group Data
simulate_group_gamma Simulate Group Multivariate Data
simulate_group_gaussian Simulate Group Multivariate Gaussian Data
transformers Data Transformation Functions
trans_log Data Transformation Functions
trans_ratio Data Transformation Functions
trans_root Data Transformation Functions