High-dimensional Linear Regression with Correlated Compositional Covariates
Wrapper functions for GUESS
Implements Synergistic Antagonistic Interaction Detection (SAID) for modeling interactions between health effects of exposures.
Algorithms for the min-Knapsack problem with compactness constraints.
Variable selection for heterogeneous populations using the vennLasso penalty
Conditional Distance Correlation based Statistical Method
Code and Simulations using Bayesian Approximate Kernel Regression (BAKR)
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
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