Bayesian Mediation Analysis with High-Dimensional Data

High Dimensional Bayesian Ridge Regression without MCMC

Estimation of Conditional Average Treatment Effects with
High-Dimensional Data
R package hdcate version 0.1.0

High Dimensional Confidence Interval Based on Lasso and
Bootstrap

High Dimensional Supervised Classification and Clustering

Clustering High Dimensional Data with Hidden Markov Model on
Variable Blocks
R package HDclust version 1.0.4

Detect Change Points in Means of High Dimensional Data

Easy Manipulation of Out of Memory Data Sets

Interface to the 'HDF5' Binary Data Format

High-Dimensional Functional Time Series Analysis

Tests for High Dimensional Generalized Linear Models

A Batch Process for High Dimensional Imputation

Statistical Inference for Noisy Vector Autoregression

Distribution-Free Exact High Dimensional Low Sample Size
k-Sample Tests

ADMM for High-Dimensional Mediation Models

High-Dimensional Regression with Measurement Error

Methods for Mediation Analysis with High-Dimensional Mediators

A Multiple Testing Procedure for High-Dimensional Mediation
Hypotheses
R package HDMT version 1.0.5

Inference for High-Dimensional Mixture Transition Distribution
Models
R package hdMTD version 0.1.2

Benchmarking and Visualization Toolkit for Penalized Cox Models

High-Dimensional Location Testing with Normal-Reference
Approaches

High-Dimensional Orthogonal Maximin Distance Designs

Leland Wilkinson's Algorithm for Detecting Multidimensional
Outliers

Principal Component Analysis in High-Dimensional Data

Hierarchical Dirichlet Process Generalized Linear Models

Fast Algorithm for Penalized Quantile Regression

Highest Density Regions and Conditional Density Estimation

Data for the 'Mastering Health Data Science Using R' Online
Textbook

Multivariate and Functional Spatial Scan Statistics

High Dimensional Stimulation Immune Mapping ('HDStIM')

Fast Algorithm for Support Vector Machine

Inference on Many Jumps in Nonparametric Panel Regression Models

High Dimensional Time Series Analysis Tools

The Lasso for Tweedie's Compound Poisson Model Using an IRLS-BMD
Algorithm
R package HDtweedie version 1.2