xuanyin / causal-mediation-analysis-for-ab-testsLinks
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
☆24Updated 3 years ago
Alternatives and similar repositories for causal-mediation-analysis-for-ab-tests
Users that are interested in causal-mediation-analysis-for-ab-tests are comparing it to the libraries listed below
Sorting:
- ☆97Updated 7 years ago
- ☆43Updated 4 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆116Updated 4 years ago
- Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies☆81Updated 5 years ago
- Packages of Example Data for The Effect☆148Updated 11 months ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆25Updated 2 years ago
- This repository includes all the data analyses I carry out for my general exams reading, Spring 2015☆64Updated 10 years ago
- R-Package for estimating CLV☆59Updated 2 weeks ago
- Fit Sparse Synthetic Control Models in Python☆87Updated last year
- Policy learning via doubly robust empirical welfare maximization over trees☆84Updated 2 months ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆110Updated last year
- Slides for a forecasting course based on "Forecasting: Principles and Practice"☆172Updated 11 months ago
- ☆135Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 2 months ago
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Tutorial in randomization inference, experimental design and analysis, and experiments in networks.☆29Updated 9 years ago
- Documentation for the DALEX project☆36Updated last year
- An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google …☆141Updated 6 years ago
- 💊 Comparing causality methods in a fair and just way.☆140Updated 5 years ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆23Updated last year
- The material presented here is for the 4-week summer course Network Analysis I in Summer, 2017 for the Inter-university Consortium for Po…☆40Updated 8 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆70Updated 5 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- R based marketing attribution and basic budget optimization using Markov Chains☆52Updated 5 years ago
- ☆86Updated last year
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆53Updated 8 years ago
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Updated 6 years ago
- Some notes on techniques for variance reduction to increase the power of A/B tests☆14Updated 6 years ago
- Unstructured Code with interesting analysis☆37Updated 11 months ago