randomized-controlled-trials
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Must-read papers and resources related to causal inference and machine (deep) learning
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Nov 23, 2022
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
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Oct 31, 2023
Flowchart is a STATA module/package that generates publication-quality Subject Disposition Flowchart Diagrams in LaTeX Format. This package generates PGF/TikZ code through texdoc, compiled in LaTeX to produce the diagram as a PDF. The final diagram is the same in style as ones used in the PRISMA Statement, CONSORT 2010 Statement, or STROBE State…
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Feb 18, 2019 - Stata
CRAN Task View: Causal Inference
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Oct 17, 2025 - R
Web application to run meta-analyses
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Jun 22, 2024 - R
Analyze the effects of seasonal migration on household consumption and expenditures in rural Bangladesh from a randomized control trial.
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Apr 11, 2025
Implementation for the paper "Efficient Randomized Experiments Using Foundation Models"
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Sep 19, 2025 - Python
Implementing standard econometric models using Stochastic Gradient Descent and Perceptrons instead of MLE and GMM.
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Feb 12, 2024 - Python
Code for "Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials"
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Mar 2, 2025 - HTML
Replication code for "Estimating population average treatment effects from experiments with noncompliance"
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Dec 28, 2023 - R
API Client for the 'ClimMob' platform in R
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Sep 18, 2025 - R
Coursework, SAS code, and notes for PUBH 52600: Design and Analysis of Randomized Trials in Public Health (Fall 2025, Purdue University). Topics include principles and design of randomized controlled trials, hypothesis testing, group comparisons, ANCOVA, and analysis of clustered and repeated measures data using SAS.
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Oct 30, 2025 - SAS
Interactive Stepped-Wedge Cluster Randomised Trial Data Analysis Tool
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Jul 22, 2024 - R
Experiments showing the profit efficiency of targeted randomized sampling in comparison to standard A/B testing
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Jan 27, 2025 - R
Derive rejection boundaries for RCTs with inconsistent covariate adjustment
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Apr 8, 2025 - R
Shiny app for analysis of randomized clinical trials
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Apr 23, 2025 - HTML
Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.
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Apr 20, 2025 - R
Estimation of covariate interactions and subgroup-specific treatment effects in meta-analysis.
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Jun 18, 2024 - Stata
Stroke2Work analyzes return-to-work and health outcomes in stroke survivors, using statistical models to identify patient subgroups most likely to benefit, optimize work reintegration timing, and segment individuals by projected recovery and long-term quality-of-life.
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Jul 1, 2025 - R
A controlled randomized field experiment evaluating the effect of exposure to political news on Americans’ stress levels.
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Mar 20, 2019
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