nima hejazi's repositories
haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
ser2021_mediation_workshop
Materials for the workshop "Causal Mediation: Modern Methods for Path Analysis" at the 2021 Society for Epidemiologic Research Meeting
ser2022_mediation_workshop
Materials for the workshop "Modern Causal Mediation Analysis" at the 2022 Society for Epidemiologic Research Meeting in Chicago, IL
phd_thesis
:black_nib: My PhD thesis: "Semiparametric Statistical Methods for Causal Inference with Stochastic Treatment Regimes"
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)
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. DĆaz, Biostatistics, 2022)
qmdprojtmpl
A customized base template for Quarto Manuscript projects
ser2024_mediation_workshop
Materials for the workshop "Modern Causal Mediation Analysis" at the 2024 Society for Epidemiologic Research (SER) annual meeting in Austin, TX
bst258_psets
Template repository for BST 258 problem sets
hbds5018_git
Version control lecture for WCM's HBDS 5018: Data Science I (R + Python)
macosx_fresh
:computer: customization scripts for fresh installs of macOS/OSX
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)
ser2023_mediation_workshop
Materials for the workshop "Causal Mediation Analysis" at the 2023 Society for Epidemiologic Research Meeting in Portland, OR
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
talk_txshift
:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
advent2021
š§© :computer: Advent of Code 2021
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
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
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)
talk_biotmle
:speech_balloon: Talk on supervised variance moderation for locally efficient estimators
talk_causal_intro
Introductory discussion-oriented talk on causal inference in biomedical and public health research
ubuntu_fresh
:computer: customizing my Ubuntu box