propensity-score-matching

There are 2 repositories under propensity-score-matching topic.

miaohancheng / pysmatch
Propensity Score Matching(PSM) on python
psm propensity-score-matching python
Language:Jupyter Notebook 108
gmgeorg / pypsps
Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras
causal-inference tensorflow keras neural-networks representation-learning multitask-learning statistical-inference causality causality-algorithms predictive-modeling propensity-modelling propensity-score-matching causal-le causal-machine-learning deep-learning
Language:Jupyter Notebook 18
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.
causal-inference causal-inference-book causality difference-in-differences econometrics instrumental-variable instrumental-variable-analysis instrumental-variables machine-learning matching propensity-score propensity-score-matching propensity-scores regression regression-discontinuity regression-discontinuity-designs
Language:Stata 9
TuoooLiu666 / Applied-Biostatistics-Projects
This repository commits to the application of biostatistics knowledge on clinical, randomized trials and observational studies.
logistic-regression model-diagnostics survival-analysis variable-selection missing-value-imputation mixed-effects-models propensity-score-matching
Language:HTML 8
katjanestrickland / Propensity-Score-Weighting
Review of propensity score matching techniques, especially IPTW, Overlap Weights, and Doubly Robust Estimation
propensity-score-matching overlap generalization
Language:HTML 1
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.
machinelearning machinelearning-r machinelearningalgorithms propensity-score-matching
1
The-Strategy-Unit / DPP
Code and supporting files used as part of the impact evaluation of the Detect, Protect and Perfect (DPP) project to reduce stroke incidence by improving care of atrial fibrillation.
atrial-fibrillation evaluation impact-evaluation nhs difference-in-differences propensity-score-matching
Language:R 1
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.
data-synthesis propensity-score-matching statistical-analysis
Language:Python 0
MSE
evenssalies / MSE
Statistical Evaluation Methods
causal-inference difference-in-differences fisher-yates-shuffle policy-evaluation propensity-score-matching regression-discontinuity synthetic-control-method generalized-propensity-score
Language:Stata 0
FatimaUriarte / STATA
Do files employed in my research
econometrics-model exploratory-data-analysis kernels panel-data propensity-score-matching quantile-regression statistical-analysis survival-analysis
Language:Stata 0
platypus1989 / blazingMatch
Blazing fast propensity score matching
causal-inference propensity-score-matching
Language:R 0
platypus1989 / pyBlazingMatch
Blazing fast propensity score matching
causal-inference propensity-score-matching
Language:Python 0
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.
causal-inference propensity-score propensity-score-matching r statistics
Language:HTML 0
dvaiman / WT_WP1_P3_R
Emulated target trial analyzing workplace health assessments and cardiovascular risk in 2,091,421 Swedish workers
cardiovascular-disease epidemiology occupational-health propensity-score-matching survival-analysis
Language:R
hordiienkoalina / RML
Examining the Causal Impact of Recreational Marijuana Legalization on Psychotic Disorder-Related Hospitalizations: Evidence from Logistic Regression and Propensity Score Matching
causal-inference logistic-regression propensity-score-matching
Language:R
jman4162 / introduction-to-causal-inference
An educational Python-based introduction to causal inference techniques using machine learning.
causal-inference causal-machine-learning data-science economics economics-models machine-learning propensity-score-matching python
Language:Jupyter Notebook
Noch05 / city_managers
GitHub Repo For City Manager Research: Published Paper Below
academic political-science propensity-score-matching regression-analysis r research-paper
Language:TeX

propensity-score-matching

miaohancheng / pysmatch

gmgeorg / pypsps

raos-projects / causal-inference-workshop-2024

TuoooLiu666 / Applied-Biostatistics-Projects

katjanestrickland / Propensity-Score-Weighting

mcmvp9 / propensityscore_analysis

The-Strategy-Unit / DPP

avishagnevo / VaccineMatchAnalysis

evenssalies / MSE

FatimaUriarte / STATA

platypus1989 / blazingMatch

platypus1989 / pyBlazingMatch

shelby-tisdale / nhanes

dvaiman / WT_WP1_P3_R

hordiienkoalina / RML

jman4162 / introduction-to-causal-inference

Noch05 / city_managers