nhejazi
Assistant Professor of Biostatistics at the Harvard School of Public Health
Harvard School of Public HealthBoston, Massachusetts
Pinned Repositories
sherlock
R package for causal machine learning for segment discovery and analysis
haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
medshift
:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
ser2021_mediation_workshop
Materials for the workshop "Causal Mediation: Modern Methods for Path Analysis" at the 2021 Society for Epidemiologic Research Meeting
txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
vim_edc
:black_nib: :page_facing_up: a Vim configuration tragically failing to walk the fine line between convenience and minimalism
hal9001
🤠 📿 The Highly Adaptive Lasso
sl3
💪 🤔 Modern Super Learning with Machine Learning Pipelines
tmle3shift
🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions
nhejazi's Repositories
nhejazi/haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
nhejazi/txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
nhejazi/medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
nhejazi/medshift
:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
nhejazi/vim_edc
:black_nib: :page_facing_up: a Vim configuration tragically failing to walk the fine line between convenience and minimalism
nhejazi/ser2021_mediation_workshop
Materials for the workshop "Causal Mediation: Modern Methods for Path Analysis" at the 2021 Society for Epidemiologic Research Meeting
nhejazi/biotmle
:package: :microscope: R/biotmle: Targeted Learning with Moderated Statistics for Biomarker Discovery
nhejazi/phd_thesis
:black_nib: My PhD thesis: "Semiparametric Statistical Methods for Causal Inference with Stochastic Treatment Regimes"
nhejazi/pub_ipwhal_biometrics
Source files for reproducing results reported in the manuscript "Nonparametric inverse probability weighted estimators based on the highly adaptive lasso" (A. Ertefaie, N.S. Hejazi, M.J. van der Laan, Biometrics, 2022)
nhejazi/pub_medshift_interv_biostats
Source files for reproducing results reported in the manuscript "Nonparametric Causal Mediation Analysis for Stochastic Interventional (In)Direct Effects" (N.S. Hejazi, K.E. Rudolph, M.J. van der Laan, I. Díaz, Biostatistics, 2022)
nhejazi/ser2022_mediation_workshop
Materials for the workshop "Modern Causal Mediation Analysis" at the 2022 Society for Epidemiologic Research Meeting in Chicago, IL
nhejazi/ser2024_mediation_workshop
Materials for the workshop "Modern Causal Mediation Analysis" at the 2024 Society for Epidemiologic Research (SER) annual meeting in Austin, TX
nhejazi/bst258_psets
Template repository for BST 258 problem sets
nhejazi/hbds5018_git
Version control lecture for WCM's HBDS 5018: Data Science I (R + Python)
nhejazi/macosx_fresh
:computer: customization scripts for fresh installs of macOS/OSX
nhejazi/mydots
:wrench: :computer: personalized dumpster fire of config files for Linux and macOS
nhejazi/pub_biotmle_smmr
Source files for reproducing results reported in the manuscript "A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology" (N.S. Hejazi, P. Boileau, M.J. van der Laan, A.E. Hubbard, Statistical Methods in Medical Research, 2022)
nhejazi/ser2023_mediation_workshop
Materials for the workshop "Causal Mediation Analysis" at the 2023 Society for Epidemiologic Research Meeting in Portland, OR
nhejazi/steno2024_mediation_workshop
Materials for the "Modern Causal Mediation Analysis" component of the workshop on "Analysis of Mechanisms" taught in 2024 at the Steno Diabetes Center in Aarhus, Denmark
nhejazi/talk_txshift
:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
nhejazi/conf_ser2020_txshift
Presentation "Leveraging the causal effects of stochastic interventions to evaluate vaccine efficacy in two-phase trials" for the annual meeting of the Society for Epidemiologic Research, Dec. 2020
nhejazi/conf_ser2021_txshift_covpn
Presentation "Causal evaluation of COVID-19 immune correlates of protection via stochastic intervention effects" for the annual meeting of the Society for Epidemiologic Research, June 2021
nhejazi/nhejazi
:wave: About me
nhejazi/nhejazi.r-universe.dev
an R universe of my own
nhejazi/nvim0
:black_nib: :page_facing_up: back to 0/zero: a fresh start with neovim
nhejazi/pub_txshift_biometrics
Source files for reproducing results reported in the manuscript "Efficient Nonparametric Inference on the Effects of Stochastic Interventions Under Two-Phase Sampling, with Applications to Vaccine Efficacy Trials" (N.S. Hejazi, M.J. van der Laan, H.E. Janes, P.B. Gilbert, & D.C. Benkeser; Biometrics, 2020)
nhejazi/quarto-invoice
Quarto Typst template extension to make invoices.
nhejazi/talk_biotmle
:speech_balloon: Talk on supervised variance moderation for locally efficient estimators
nhejazi/talk_causal_intro
Introductory discussion-oriented talk on causal inference in biomedical and public health research
nhejazi/ubuntu_fresh
:computer: customizing my Ubuntu box