Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Semenova, Goldman, Chernozhukov, Taddy (2017) https://arxiv.org/abs/1712.09988
☆27May 10, 2023Updated 3 years ago
Alternatives and similar repositories for orthoml
Users that are interested in orthoml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TVP panel data model featuring time-varying network dependence introduced in "Bayesian state-space modeling for analyzing heterogeneous n…☆15Apr 17, 2021Updated 5 years ago
- This is the repository holding the code used to perform the analysis used in the manuscript "Machine learning in policy evaluation: new t…☆12Sep 12, 2019Updated 6 years ago
- OBSOLETE - moved to AEADataEditor/aeadataeditor.github.io☆16Mar 8, 2021Updated 5 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆53Jul 8, 2021Updated 5 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Matrix Completion Methods for Causal Panel Data Models☆107Aug 17, 2021Updated 4 years ago
- ☆10Jul 13, 2018Updated 8 years ago
- ☆11May 22, 2023Updated 3 years ago
- FiveThirtyEight 2020 Forecast Approximation☆11Nov 16, 2020Updated 5 years ago
- ☆20Jun 8, 2018Updated 8 years ago
- Gamma lasso regression☆23Feb 24, 2026Updated 5 months ago
- ☆17Jul 26, 2021Updated 5 years ago
- An R package for large scale estimation with stochastic gradient descent☆61Nov 8, 2025Updated 8 months ago
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆36Mar 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- ☆25Oct 12, 2021Updated 4 years ago
- ☆23Dec 19, 2022Updated 3 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆34Feb 21, 2025Updated last year
- ☆10May 22, 2023Updated 3 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆37Jan 26, 2025Updated last year
- Causality with machine learning, topic including causal represenation learning, causal reinforcement learning☆11Apr 19, 2021Updated 5 years ago
- Replication material for "Optimal Automatic Stabilizers"☆11Aug 9, 2021Updated 4 years ago
- ☆11Jan 7, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Feb 14, 2024Updated 2 years ago
- ☆13Jun 9, 2023Updated 3 years ago
- SNAIL Attention Block for Keras.☆17Mar 30, 2020Updated 6 years ago
- Demo use of Neural Networks for Longitudinal Data Analysis☆31Jan 30, 2020Updated 6 years ago
- This is a read-only mirror of the CRAN R package repository. splm — Econometric Models for Spatial Panel Data☆10Dec 21, 2023Updated 2 years ago
- Empirical comparison of penalized linear regression in high-dimensional settings☆12Feb 12, 2020Updated 6 years ago
- Material from my master level course "Empirical Industrial Organisation and Consumer Choice"☆12Jun 29, 2018Updated 8 years ago
- Python version of fixed effects counterfactual estimators☆13Aug 21, 2025Updated 11 months ago
- ☆15Dec 23, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- R Companion to the textbook "Econometrics" by Fumio Hayashi☆38Feb 8, 2023Updated 3 years ago
- Example of out-of-RAM k-nearest neighbors search using faiss☆18Mar 28, 2026Updated 4 months ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆18Mar 6, 2024Updated 2 years ago
- Some notes on techniques for variance reduction to increase the power of A/B tests☆14Apr 3, 2019Updated 7 years ago
- "Covid-19 AI in Docker" demo deployment including Flask, FastAPI, Tensorflow Serving and HA Proxy etc etc☆12Oct 14, 2020Updated 5 years ago
- ☆24Aug 19, 2020Updated 5 years ago
- Public use data for the Illinois Workplace Wellness Study☆20Oct 11, 2023Updated 2 years ago