jaredhuling Goto Github PK

admm

Solving Statistical Optimization Problems Using the ADMM Algorithm

aftiv

bigfastlm

A reimplementation of the fastLm function of RcppEigen for big.matrix objects for fast out-of-memory linear model fitting

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"

fastglm

Fast glm fitting via RcppEigen

fusedlasso

Efficient Fused Lasso Algorithm

grf

Generalized Random Forests

groupfusedmulti

hiersdr

hierarchical sufficient dimension reduction

ichps2015

Poster for ICHPS 2015 conference

independenceweights

Construction of weights for causal inference for continuous treatments

intscreen

quick pairwise interaction screening

jaredhuling.github.io

my github page

jcolors

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

lbfgspp

A header-only C++ library for L-BFGS algorithm

medical-data

mimic-iii_icu_readmission_analysis

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

minddust.github.io

mortality-prediction

Real time mortality prediction in the MIMIC-III database

mowl

outcome weighted learning for multiple treatments

mpersonalized

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

oem

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

ordinis

coordinate descent for penalized regression

orthogem.jl

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

penreg

An R package for estimation of various penalized regression models

personalized

Methods for subgroup identification / personalized medicine / individualized treatment rules

personalized2part

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