Name: Belal Hossain
Type: User
Company: University of British Columbia
Bio: PhD Candidate at the UBC School of Population and Public Health; Statistician at the Centre for Advancing Health Outcomes
Twitter: BelalAnik
Location: Vancouver, BC, Canada
Blog: https://sites.google.com/view/belalh/
Belal Hossain's Projects
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'
Applied Missing Data Analysis Book
R package implementing nonparametric bounds for the ACE due to Balke and Pearl, JASA, 1997
CPSC 330: Applied Machine Learning
Stata code to produce Demographic and Health Survey Indicators
Data Science Tools: AI4PH Lecture
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"
Code for the R package "EValue" and GUI website.
Generative adversarial imputation network to impute big medical dataset
Stata do file to simulate data suitable for fitting Marginal Structural Model.
Parametric G-formula for R
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"
Code for paper entitled: Estimating Risk Ratios and Risk Differences Using Regression
: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
Benchmarking and Visualization Toolkit for Penalized Cox Models
Shiny app for benchmarking and visualization of penalized Cox models
High dimensional propensity score algorithm in R