jaredhuling

fastglm

Fast glm fitting via RcppEigen

personalized

Methods for subgroup identification / personalized medicine / individualized treatment rules

jcolors

A set of color palettes I like (or can at least tolerate)

oem

Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm

ordinis

coordinate descent for penalized regression

penreg

An R package for estimation of various penalized regression models

independenceWeights

Construction of weights for causal inference for continuous treatments

vennLasso

Variable selection for heterogeneous populations using the vennLasso penalty

hierSDR

hierarchical sufficient dimension reduction

personalized2part

two part estimation of individualized treatment rules from semi-continuous outcomes

personalizedLong

Fused comparative intervention scoring/subgroup identification for long-term interventions

grf

Generalized Random Forests

simulate

Helper functions for simulation studies

aftiv

blog

host repo for my blog

ebw

energy balancing weights

echo-mimiciii

Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database

embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

groupFusedMulti

intscreen

quick pairwise interaction screening

jaredhuling.github.io

my github page

medical-data

MIMIC-III_ICU_Readmission_Analysis

This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'

mortality-prediction

Real time mortality prediction in the MIMIC-III database

mpersonalized

General Framework of Meta-analysis/Multiple Outcomes for Personalized Medicine

OrthogEM.jl

an extremely basic Julia implementation of the Orthogonalizing EM (OEM) algorithm for penalized regression

piqp-r

R interface for PIQP

rticles

LaTeX Journal Article Templates for R Markdown

rUMLS

An R interface for the NLM's UMLS.

sglfast

R package for the sparse-group lasso problem with regularization parameter selection (iSGL)