Projects in Awesome Lists by nhejazi
A curated list of projects in awesome lists by nhejazi .
https://github.com/nhejazi/haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
causal-inference conditional-density-estimates density-estimation highly-adaptive-lasso inverse-probability-weights machine-learning nonparametric-regression propensity-score
Last synced: 16 Dec 2024
https://github.com/nhejazi/txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
causal-effects causal-inference censored-data machine-learning robust-statistics statistics stochastic-interventions stochastic-treatment-regimes targeted-learning treatment-effects variable-importance
Last synced: 16 Dec 2024
https://github.com/nhejazi/medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
causal-inference causal-machine-learning inverse-probability-weights machine-learning mediation-analysis r r-package stochastic-interventions targeted-learning treatment-effects
Last synced: 16 Dec 2024
https://github.com/nhejazi/medshift
:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
causal-inference inverse-probability-weights machine-learning mediation-analysis stochastic-interventions targeted-learning treatment-effects
Last synced: 16 Dec 2024
https://github.com/nhejazi/vim_edc
:black_nib: :page_facing_up: a Vim configuration tragically failing to walk the fine line between convenience and minimalism
editor editorconfig neovim vim vimrc
Last synced: 16 Dec 2024
https://github.com/nhejazi/biotmle
:package: :microscope: R/biotmle: Targeted Learning with Moderated Statistics for Biomarker Discovery
bioconductor bioconductor-package bioconductor-packages bioinformatics biomarker-discovery biostatistics causal-inference computational-biology machine-learning r statistics targeted-learning
Last synced: 16 Dec 2024
https://github.com/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
Last synced: 16 Dec 2024
https://github.com/nhejazi/phd_thesis
:black_nib: My PhD thesis: "Semiparametric Statistical Methods for Causal Inference with Stochastic Treatment Regimes"
Last synced: 16 Dec 2024
https://github.com/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)
causal-inference interventional-effects manuscript mediation-analysis stochastic-interventions
Last synced: 03 Apr 2025
https://github.com/nhejazi/template_posters
Template for LaTeX conference posters
Last synced: 03 Apr 2025
https://github.com/nhejazi/bst258_psets
Template repository for BST 258 problem sets
Last synced: 16 Dec 2024
https://github.com/nhejazi/talk_txshift
:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
causal-inference censored-data inverse-probability-weights machine-learning marginal-structural-models stochastic-interventions targeted-learning variable-importance
Last synced: 03 Apr 2025
https://github.com/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)
Last synced: 16 Dec 2024
https://github.com/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
Last synced: 16 Dec 2024
https://github.com/nhejazi/macosx_fresh
:computer: customization scripts for fresh installs of macOS/OSX
Last synced: 03 Apr 2025
https://github.com/nhejazi/talk_rpkgs_intro
:speech_balloon: Talk and Tutorial: "Developing R Packages: 'Good Enough' Practices for Applied Statistics"
Last synced: 03 Apr 2025
https://github.com/nhejazi/mydots
:wrench: :computer: personalized dumpster fire of config files for Linux and macOS
bashrc configuration github-config julia r tmux zshrc
Last synced: 30 Apr 2025
https://github.com/nhejazi/talk_biotmle
:speech_balloon: Talk on supervised variance moderation for locally efficient estimators
bioinformatics biostatistics causal-inference epidemiology machine-learning medicine statistics
Last synced: 03 Apr 2025
https://github.com/nhejazi/nima
:package: :wrench: R/nima: My Personal R Toolbox
Last synced: 16 Dec 2024
https://github.com/nhejazi/good-news
A bit of entertainment for when your head is stuck in a :shell:...
Last synced: 03 Apr 2025
https://github.com/nhejazi/talk_medshift
:speech_balloon: Talk on mediation effects based on stochastic interventions
causal-inference machine-learning mediation-analysis stochastic-interventions targeted-learning
Last synced: 03 Apr 2025
https://github.com/nhejazi/blog_almost_surely
:pencil: "Almost Surely?" - an attempt at a blog on statistics, software, and science
applied-statistics biostatistics blog causal-inference data-science machine-learning statistics
Last synced: 03 Apr 2025
https://github.com/nhejazi/talk_causal_intro
Introductory discussion-oriented talk on causal inference in biomedical and public health research
causal-inference teaching-materials
Last synced: 03 Apr 2025
https://github.com/nhejazi/nvim0
:black_nib: :page_facing_up: back to 0/zero: a fresh start with neovim
Last synced: 03 Apr 2025
https://github.com/nhejazi/ubuntu_fresh
:computer: customizing my Ubuntu box
Last synced: 03 Apr 2025
https://github.com/nhejazi/nhejazi.github.io
:earth_americas: :computer: :house: home for my code
Last synced: 03 Apr 2025