belalanik Goto Github PK

about-me

adherence_lrccppt

Code for the paper titled 'Adjusting for adherence in randomized trials when adherence is measured as a continuous variable: an application to the Lipid Research Clinics Coronary Primary Prevention Trial'

autosurv

bcf-iv

belalanik.github.io

bookmi

Applied Missing Data Analysis Book

bpbounds

R package implementing nonparametric bounds for the ACE due to Balke and Pearl, JASA, 1997

causalsurvivalanalysis

causalsurvivalworkshop_2019

censoringdl

choosing-epidemiological-journals

cox-nnet

cpsc330

CPSC 330: Applied Machine Learning

cpsc340-2020w2

dhs-indicators-stata

Stata code to produce Demographic and Health Survey Indicators

ds-tools-ai4ph

Data Science Tools: AI4PH Lecture

dynamiclm

dynamicprediction

R code for implementation of methods referred to in the manuscript entitled "Dynamic Survival Prediction Combining Landmarking with a Machine Learning Ensemble: Methodology and Empirical Comparison"

ehr-phenotyping-workshop

evalue

Code for the R package "EValue" and GUI website.

gain-dovey

Generative adversarial imputation network to impute big medical dataset

genmsm

Stata do file to simulate data suitable for fitting Marginal Structural Model.

gformula

Parametric G-formula for R

gformula-benchmark

Code and data used in the benchmark in "gfoRmula: An R package for estimating the effects of sustained treatment strategies via the parametric g-formula"

glm_rd_rr

Code for paper entitled: Estimating Risk Ratios and Risk Differences Using Regression

glmmlasso

:exclamation: This is a read-only mirror of the CRAN R package repository. glmmLasso — Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation

gmethods_intro

hdnom

Benchmarking and Visualization Toolkit for Penalized Cox Models

hdnom-app

Shiny app for benchmarking and visualization of penalized Cox models

hdps

High dimensional propensity score algorithm in R