WeightIt: an R package for propensity score weighting
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Nov 15, 2025 - R
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observational-study
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Variable importance through targeted causal inference, with Alan Hubbard
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Nov 5, 2025 - R
The Ontology for Nutritional Studies (ONS) has been developed as part of the ENPADASI European project (http://www.enpadasi.eu/) with the aim to define a common language and building ontologies for nutritional studies.
databases health ontology biomarker metabolomics diet nutrition observational-study obofoundry intervention-study food-intake nutritional-studies
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Jul 5, 2024
R package for estimating balancing weights using optimization
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Sep 18, 2025 - R
Targeted Maximum Likelihood Estimation for Hierarchical Data
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Mar 8, 2019 - R
Prioritize variables in observational study design through the joint variable importance plot; shiny app: https://ldliao.shinyapps.io/jointVIP/
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Feb 1, 2025 - HTML
IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
balance stata-command stata propensity-scores causal-inference observational-study treatment-effects covariates inverse-probability-weights stata-package cbps penalized-cbps pcbps
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Sep 29, 2023 - Stata
An application for creating, validating, reusing and extending sets of clinical codes.
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Sep 27, 2024 - JavaScript
Evaluating the association between blood group and COVID-19
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Oct 7, 2020 - Jupyter Notebook
Implementation for the paper "Hidden yet quantifiable: A lower bound for confounding strength using randomized trials"
healthcare epidemiology causality sensitivity-analysis causal-inference observational-study hidden-confounding postmarketing randomized-trial
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Apr 28, 2025 - Python
Implementation for the paper "Doubly robust identification of treatment effects from multiple environments"
machine-learning causal-inference observational-study treatment-effects identifiability double-robust
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Apr 28, 2025 - Python
[Experimental] Federated Partial Identification for Causal Inference with OMOP CDM
typescript causal-inference observational-study real-world-evidence privacy-preserving federated-learning partial-identification manski-bounds healthcare-omop-cdm
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Nov 26, 2025 - TypeScript
Code for an analysis of the association of lipid regulating agents (e.g. statins) with incidence of dementia outcomes
observational-study alzheimers-disease electronic-health-records dementia lipids cohort-study statins
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Oct 13, 2021 - Stata
This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.
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Oct 15, 2024 - R
Repository for course work done in CIS 443: User Interfaces.
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Dec 1, 2017 - Python
Propensity scores in complex surveys
balance matching reporting weighting assumptions propensity-scores observational-study survey-data-analysis propensity-score observational-data complex-survey
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Oct 9, 2023 - JavaScript
Casual relationship between health insurance coverage and BMI.
r exploratory-data-analysis ols anova causal-inference observational-study 2sls observational-data instrumental-variable-analysis
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Jun 9, 2023
elif oral. cv. research. earthquakes. engineering. geohazards. seismology
seismology earthquakes numerical-methods hazard-assessment observational-study geotechnical-engineering wave-propagation rupture-model ground-motion natural-hazards eliforal
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May 30, 2025 - HTML
Presentation slides for "A Bayesian Causal Inference Approach in Observational Studies with Missingness in Covariates and Outcomes".
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Nov 15, 2025
Coursework, Stata code, and notes for PBHS 31001: Epidemiologic Methods (Winter 2024, University of Chicago). Topics include bias, confounding, effect modification, cohort and case-control study design, and logistic/Poisson regression. The course emphasizes observational study design and practical applications using Stata.
confounding logistic-regression epidemiology longitudinal-data causal-inference observational-study poisson-regression epidemiology-analysis cohort-studies case-control-studies
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Jul 16, 2025 - Stata
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