liuchbryan / oce-dataset
Datasets for Online Controlled Experiments
☆10Updated 2 years ago
Alternatives and similar repositories for oce-dataset:
Users that are interested in oce-dataset are comparing it to the libraries listed below
- Synthetic difference in differences for Python☆71Updated 9 months ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆24Updated last year
- Unstructured Code with interesting analysis☆35Updated 3 months ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆48Updated 3 years ago
- Material for the lecture Responsible ML☆22Updated last week
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- Packages of Example Data for The Effect☆135Updated 2 months ago
- The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis☆23Updated 2 years ago
- difference-in-differences in Python☆97Updated last year
- (ml) - python implementation of bayesian media mix modelling with shape and carryover effect☆57Updated 3 years ago
- R-Package for estimating CLV☆55Updated last month
- Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies☆79Updated 4 years ago
- ☆20Updated last year
- Policy learning via doubly robust empirical welfare maximization over trees☆78Updated 7 months ago
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆86Updated 2 weeks ago
- Materials Collection for Causal Inference☆42Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆48Updated last month
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆12Updated last year
- Fit Sparse Synthetic Control Models in Python☆80Updated 10 months ago
- ☆77Updated 8 months ago
- Course Materials for AEA Short Course on Modern Sampling Methods☆28Updated 3 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆52Updated 3 years ago
- ☆42Updated 3 years ago
- Modeling adstock in media mix modeling using Weibull transformations.☆16Updated 5 years ago
- R package to generalize and transport causal effects.☆12Updated last year
- Confidence sequences and uniform boundaries☆61Updated 3 months ago
- A python module for the synthetic control method☆57Updated 3 weeks ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆19Updated 8 months ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆105Updated 3 years ago
- Repository containing the code of the projects presented in my personal website.☆39Updated this week