A Python package for causal inference in quasi-experimental settings
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- Python
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quasi-experimental
Here are 14 public repositories matching this topic...
因果推理&AB实验相关论文小书库
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가짜연구소 <인과추론과 실무> 프로젝트
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Taking causal inference to the extreme!
sensitivity-analysis causal-inference extreme-learning-machine nonparametric-model r-learning metalearning observational-studies g-computation quasi-experimental causal-machine-learning interrupted-time-series assumption-check double-machine-learning x-learner s-learner t-learner doubly-robust debiased-machine-learning metalearner
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- Julia
This is a showcase code from a real quasi-experiment (Diff-in-Diff) evaluation I led with Save the children US in Iraq on child rearing practices and early childhood development.
stata econometrics impact-analysis diff-in-diff earlychildhood quasi-experimental impact-evaluation double-difference quatitative-analysis
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- Stata
Emergency Detection of Covid-19 Patients Using Android-Based Electronic Early Warning Score System
machine-learning-algorithms android-application web-apps quasi-experimental covid-19 early-warning-scoring-system
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- PHP
The context of this repo is sharing the empiric work presented as my MPA thesis on July 2023. The research is title is: "Remittances vs Public Finance Capacity. Impact Assessment in Reducing Income Inequality in Latin America: A Quasi-Experimental Analysis"
remittances instrumental-variable public-sector data-panel income-inequality latin-america thesis-project quasi-experimental capacity-building
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- R
Satellite-based causal attribution of coastal water clarity degradation to nickel smelting expansion at Indonesia's Morowali Industrial Park using Bayesian structural time series, multi-algorithm changepoint detection, and Sentinel-2 land cover intensity analysis.
remote-sensing indonesia causal-inference intensity-analysis sentinel-2 environmental-impact quasi-experimental sulawesi marine-ecology changepoint-detection land-use-land-cover ocean-color bayesian-structural-time-series nickel-mining coral-triangle coastal-water-quality satellite-oceanography kd490 morowali
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- Python
Replication files for Skinner & Doyle (2021) Do civic returns to higher education differ across subpopulations? An analysis using propensity forests
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- R
Learning resources for matching and weighting methods
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- Python
Project: Analysis of a Synthetic Dataset based on the study "Gender Inclusive Approaches for Leishmaniasis Treatment in West Pokot County". This repository demonstrates common statistical tests used in Monitoring & Evaluation (M&E) and Research using Python, featuring a randomly generated synthetic dataset simulating real-world health research .
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- Jupyter Notebook
The code for my thesis, as well as the thesis itself.
stata economics public-policy causal-inference difference-in-differences quasi-experimental event-study-analysis event-study-plots
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Statistical analysis of a quasi-experimental study evaluating EMDR therapy for PTSD among ICU healthcare professionals. Applied longitudinal methods (ANOVA, ANCOVA, GLM) to assess intervention effects and generate actionable mental health insights from clinically meaningful outcomes
statistics data-analytics rstats mental-health spss-statistics program-evaluation quasi-experimental longitudinal-analysis health-research anova-analysis ancova-analysis ptsd-detection
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