GitHub topics: randomized-controlled-trials
giogioshvili/Causal_Effects_Using_Propensity_Score_Matching
Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.
Language: R - Size: 750 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0
ppgcr-unisuam/RCTapp
Shiny app for analysis of randomized clinical trials
Language: HTML - Size: 2.21 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0
RoryQo/Research-Reproduction_Seasonal-Migration-in-Bangladesh
Analyze the effects of seasonal migration on household consumption and expenditures in rural Bangladesh from a randomized control trial.
Size: 1.11 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 4 - Forks: 0
mbannick/RCTCovarAdjust
Derive rejection boundaries for RCTs with inconsistent covariate adjustment
Language: R - Size: 680 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0
AgrDataSci/ClimMobTools
API Client for the 'ClimMob' platform in R
Language: R - Size: 43.5 MB - Last synced at: 7 days ago - Pushed at: 21 days ago - Stars: 3 - Forks: 0
jvpoulos/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
Size: 81.1 KB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 699 - Forks: 130
LauraBalzer/AdaptivePrespec
Code for "Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials"
Language: HTML - Size: 137 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0
Franck-Dernoncourt/pubmed-rct
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
Size: 172 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 193 - Forks: 44
cran-task-views/CausalInference
CRAN Task View: Causal Inference
Language: R - Size: 4.14 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 6
QuantLet/Supervised-Randomization
Experiments showing the profit efficiency of targeted randomized sampling in comparison to standard A/B testing
Language: R - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
JESUSC1/Predicting-Federal-Aid-Uptake-with-R
Using R tools like ggplot2 and dplyr, analyzed small business data to understand uptake patterns for federal aid. Employed logistic regression and decision trees to pinpoint key predictors. Explored strategies like mailer campaigns to boost application rates and conducted power analysis for potential randomized trials.
Language: HTML - Size: 1.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
getvariant/variant-spi-stdlib
Standard Extensions for Variant Experiment Server
Language: Java - Size: 8.03 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
thlytras/miniMeta
Web application to run meta-analyses
Language: R - Size: 152 KB - Last synced at: 19 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1
ekinderdiyok/causal-inference
Sketches Business Model Canvas, discusses A/B testing and randomized control trials (RCTs), codes a proof-of-concept in Python.
Language: Jupyter Notebook - Size: 3.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
ebergel/ANCMozambique
Interactive Stepped-Wedge Cluster Randomised Trial Data Analysis Tool
Language: R - Size: 8.05 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
UCL/metafloat
Estimation of covariate interactions and subgroup-specific treatment effects in meta-analysis.
Language: Stata - Size: 289 KB - Last synced at: 24 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
jvpoulos/patt-c
Replication code for "Estimating population average treatment effects from experiments with noncompliance"
Language: R - Size: 550 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
GiorgiaAuroraAdorni/causal-inference
Second assignment for Artificial Intelligence course @USI19/20.
Language: Jupyter Notebook - Size: 2.49 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
datstat-consulting/DeepLearningEconometrics
Implementing standard econometric models using Stochastic Gradient Descent and Perceptrons instead of MLE and GMM.
Language: Python - Size: 233 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
IsaacDodd/flowchart
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 Statement Reporting Guidelines.
Language: Stata - Size: 2.95 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 19 - Forks: 11
yintellect/randomization-simulation-textbook
Add Stata program for a textbook about randomized controlled trials (A/B testing)
Language: Jupyter Notebook - Size: 360 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 2
dalvarez83/Gender_Experiment
R Code and reporting output for randomized causal inference study to answer question on whether there is bias in following directions from gendered voices.
Language: TeX - Size: 2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
getvariant/variant-java-servlet-adapter
Servlet Adapter for Variant Java Client
Language: Java - Size: 2.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
allahale/MASA_field_experiment
A controlled randomized field experiment evaluating the effect of exposure to political news on Americans’ stress levels.
Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
