propensity-score

There are 27 repositories under propensity-score topic.

  • causallift

    Minyus/causallift

    CausalLift: Python package for causality-based Uplift Modeling in real-world business

    Language:Python338112242

  • nhejazi/haldensify

    :package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation

    Language:R163125

  • jbryer/PSAboot

    Bootstrapping for Propensity Score Analysis

    Language:R12323

  • ehsanx/TMLEworkshop

    Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.

    Language:HTML8302

  • ccubc/PSmatching

    do the green drivers also drive longer? --- causal identification using the propensity score approach

    6101

  • ThorstenDoherr/ultimatch

    counterfactual matching

    Language:Stata5103

  • kaz-yos/multinomial-ps-trimming

    Multinomial Propensity Score Trimming (Am J Epidemiol 2018)

    Language:R4300

  • ehsanx/SARGC-TIMethods

    TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.

    Language:HTML3202

  • jbryer/PSAgraphics

    Propensity Score Analysis Graphics

    Language:R310

  • databricks-industry-solutions/psm

    How to use the Machine Learning Runtime and MLflow on top of a health Delta Lake to predict patient disease

    Language:Python1103

  • giogioshvili/CausalEffectsUsingPropensityScoreMatching

    Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.

    Language:R1100

  • Koukyosyumei/ML_from_Scratch

    implement machine learning models from scratch

    Language:Python1100

  • ygeunkim/propensityml

    R package for propensity score weighting using machine learning methods

    Language:R1200

  • AlbertoCalore/MARMoT

    This R package contains a function to apply MARMoT balancing technique, a function for computing the Deloof's approximation of the average rank (and also a parallelized version) and a function to compute the Absolute Standardized Bias.

    Language:R0100

  • diloloan72/Voting-in-Argentina

    Replication of the paper "Voting Made Safe and Easy: The impact of e-voting on Citizen Perceptions," by Alvarez et. al and its extension using genetic matching.

    Language:Jupyter Notebook0100

  • heli0001/ps_pstra_outcome

    These are R implementations under lasso related priors for clustering structure with propensity score, principal stratification and outcomes in Bayesian inference

    Language:R0100

  • KwonNayeon/urban-parks-childrens-happiness

    A thesis project exploring the causal impact of urban parks on children's happiness, with data, results, and code.

    Language:R0100

  • ravichoudharyds/Causal_Inference

    Causal Inference - Does Critic Ratings affect Movie's Revenue

    Language:Jupyter Notebook0200

  • RayDebashree/POM-PS

    POM-PS tests for genetic associations of secondary traits from case-control GWAS.

    Language:R0301

  • 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

  • smn74/CIM_COVID-19

    R code for the analyses conducted in Friedrich, S & Friede, T (2020). Causal inference methods for small non-randomized studies: Methods and an application in COVID-19. Submitted to Contemporary Clinical Trials.

    Language:R0100

  • syedmfuad/causal_ml

    Comparing effectiveness of the most common causal machine learning methods across various treatment effect, model complexities, data dimensions and sample sizes.

    Language:R0100

  • the-Zian/ihdp_pscore_analysis

    Propensity score assignment

    Language:R0100

  • bgonzalezbustamante/quant-methods-elites

    Quantitative Methods for Studying Elites: Demonstration for R

    Language:R120

  • ehsanx/PS-survey

    Propensity scores in complex surveys

    Language:JavaScript10

  • eriliawu/mdg-spending

    my master's thesis project that studies the impact of UN MDG on US nonprofit industry spending

    Language:Stata10

  • ygeunkim/psweighting-ml

    Causal inference project

    Language:R20