📹 Análise de dados sobre psicoeducação em vídeo do projeto TelePsi.
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Updated
Oct 28, 2022 - R
📹 Análise de dados sobre psicoeducação em vídeo do projeto TelePsi.
Github for the final project in Econometrics. Replication of Cameron, Gelbach and Miller (2008) and extension to "skewed" treatment variable.
R code (Rmd and Rnw) of the analysis on treatment effect of income on religiousness (Busser 2015)
Find sub groups (segments) with heterogeneous treatment effect in Randomised Controlled Trial data.
Propensity Score based Matching via Distribution Learning
A package of wrapper functions that are useful when analyzing data from randomized controlled trials (RCTs, especially with three or more treatment assignments)
Review: Data-driven methodology for detecting treatment effect heterogeneity
Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.
Endogenous switching regression model
Replication of CPS data analysis and numerical experiments in the article "Confounder importance learning for treatment effect inference"
Gaines and Kuklinski (2011) Estimators for Hybrid Experiments
Causal Inference in Case-Control Studies
Treatment Effect Heterogeneity visualization using R
Bounding Treatment Effects by Pooling Limited Information across Observations
🎯 🔀 Targeted Learning for Causal Mediation Analysis
Univariate conditional average treatment effect estimation for predictive biomarker discovery
📦 🎲 R/medshift: Causal Mediation Analysis for Stochastic Interventions
Adaptive debiased machine learning of treatment effects with the highly adaptive lasso
📦 🎲 R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
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