randomized-controlled-trials

There are 0 repository under randomized-controlled-trials topic.

jvpoulos / causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
causal-discovery causal-inference causal-learning causal-models counterfactual counterfactual-learning deep-learning estimating-treatment-effects heterogeneous-treatment-effects machine-learning paper-list randomized-controlled-trials representation-learning treatment-effects
625
Franck-Dernoncourt / pubmed-rct
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
nlp machine-learning corpus medical randomized-controlled-trials sentence-classification
185
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.
stata research manuscript-figures manuscripts publication tikz tikz-figures latex data-analysis data-visualization consort-flow-chart cohort-analysis randomized-controlled-trials randomized-trials flowchart flowcharts flowchart-diagrams stata-command stata-packages prisma
Language:Stata 19
cran-task-views / CausalInference
CRAN Task View: Causal Inference
causal-inference cran instrumental-variables r randomized-controlled-trials rstats structural-equation-models treatment-effects
Language:R 13
AgrDataSci / ClimMobTools
API Client for the 'ClimMob' platform in R
agriculture-research citizen-science crowdsourcing r randomized-controlled-trials
Language:R 4
LauraBalzer / AdaptivePrespec
Code for "Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials"
cluster-randomized-trials covariate-adjustment data-adaptive r randomized-controlled-trials statistical-power stratification super-learner tmle
Language:HTML 3
thlytras / miniMeta
Web application to run meta-analyses
shiny r meta-analysis meta-analyses randomized-controlled-trials observational-studies sample-size-calculation
Language:R 3
datstat-consulting / DeepLearningEconometrics
Implementing standard econometric models using Stochastic Gradient Descent and Perceptrons instead of MLE and GMM.
causal-inference econometrics economics economics-models impact-analysis impact-evaluation machine-learning machine-learning-algorithms perceptron perceptron-algorithm perceptron-learning-algorithm perceptron-neural-networks randomized-controlled-trials time-series time-series-analysis
Language:Python 2
jvpoulos / patt-c
Replication code for "Estimating population average treatment effects from experiments with noncompliance"
causal-inference complier-model noncompliance patt randomized-controlled-trials simulation
Language:R 2
giogioshvili / CausalEffectsUsingPropensityScoreMatching
Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.
randomized-controlled-trials propensity-score matching treatment-effects
Language:R 1
QuantLet / Supervised-Randomization
Experiments showing the profit efficiency of targeted randomized sampling in comparison to standard A/B testing
causal-inference ab-testing machine-learning randomized-controlled-trials
Language:R 1
yintellect / randomization-simulation-textbook
Add Stata program for a textbook about randomized controlled trials (A/B testing)
stata r simulations randomized-controlled-trials
Language:Jupyter Notebook 1
allahale / MASA_field_experiment
A controlled randomized field experiment evaluating the effect of exposure to political news on Americans’ stress levels.
field-experiments r randomized-controlled-trials
0
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.
causal-inference causality-analysis experimental-design r randomized-controlled-trials
Language:TeX 0
getvariant / variant-java-servlet-adapter
Servlet Adapter for Variant Java Client
a-b-testing online-experiments java servlets randomized-controlled-trials
Language:Java 0
JESUSC1 / Business-Inquiry-to-Research-Solution
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.
decision-trees hypothesis-testing power-analysis r-programming regression-analysis randomized-controlled-trials
Language:HTML 0
mbannick / RCTCovarAdjust
Derive rejection boundaries for RCTs with inconsistent covariate adjustment
covariate-adjustment group-sequential-designs randomized-controlled-trials
Language:R 0
GiorgiaAuroraAdorni / causal-inference
Second assignment for Artificial Intelligence course @USI19/20.
artificial-intelligence causal-effects causal-inference intervention mediation randomized-controlled-trials conditional-interventions controlled-effect randomised-controlled-study
Language:Jupyter Notebook
UCL / metafloat
Estimation of covariate interactions and subgroup-specific treatment effects in meta-analysis.
meta-analysis randomized-controlled-trials stata subgroups
Language:Stata