propensity-score-matching

There are 11 repositories under propensity-score-matching topic.

  • gmgeorg/pypsps

    Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

    Language:Jupyter Notebook14101

  • TuoooLiu666/Applied-Biostatistics-Projects

    This repository commits to the application of biostatistics knowledge on clinical, randomized trials and observational studies.

    Language:HTML4100

  • raos-projects/causal-inference-workshop-2024

    Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.

    Language:Stata2100

  • katjanewilson/Propensity-Score-Weighting

    Review of propensity score matching techniques, especially IPTW, Overlap Weights, and Doubly Robust Estimation

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  • mcmvp9/propensityscore_analysis

    This repository is associated with propensity score analysis utilizing machine learning algorithms to examine the impact of health insurance on duration of hospital stay in the NYC SPARCS 2015 In-patient discharges dataset.

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  • avishagnevo/VaccineMatchAnalysis

    Comprehensive reproduction of the paper "BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Mass Vaccination Setting" by Noa Dagan, MD, et al., assisted by Professor Yair Goldberg. This statistical project explores vaccination's multifaceted impact on infection rates, employing synthetic data, advanced matching, and sophisticated statistical analysis.

    Language:Python0100

  • platypus1989/blazingMatch

    Blazing fast propensity score matching

    Language:R0100

  • platypus1989/pyBlazingMatch

    Blazing fast propensity score matching

    Language:Python0100

  • shelby-tisdale/nhanes

    Code and presentation for project utilizing causal inference to determine the impacts of high physical activity on mortality using data from the National Health and Nutrition Examination Survey (NHANES). Results of hackathon at University of Minnesota Equitable Data Science in Adolescent Development REU.

    Language:HTML0101

  • FatimaUriarte/STATA

    Do files employed in my research

    Language:Stata

  • jman4162/introduction-to-causal-inference

    An educational Python-based introduction to causal inference techniques using machine learning.

    Language:Jupyter Notebook10