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 2 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…☆14Apr 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…☆11Sep 12, 2019Updated 6 years ago
- Forecasting Inflation in a data-rich environment: the benefits of machine learning methods☆13Apr 19, 2019Updated 7 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆53Jul 8, 2021Updated 4 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Companion code for research paper: “It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-…☆11Aug 5, 2021Updated 4 years ago
- This repository contains the code for all figures in the paper "General Pitfalls of Model-agnostic Interpretation Methods for Machine Lea…☆15Aug 17, 2021Updated 4 years ago
- Gamma lasso regression☆23Feb 24, 2026Updated 2 months ago
- ☆20Jun 8, 2018Updated 7 years ago
- ☆17Jul 26, 2021Updated 4 years ago
- Article by Dokumentov & Hyndman on Seasonal Trend decomposition using Regression☆18Jul 1, 2021Updated 4 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 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
- An R package for large scale estimation with stochastic gradient descent☆61Nov 8, 2025Updated 6 months ago
- 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.
- Machine learning for spatial data: This repository contains the R-scripts for the analysis described in the paper "Importance of spatial …☆13Oct 29, 2019Updated 6 years ago
- ☆25Oct 12, 2021Updated 4 years ago
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆36Mar 1, 2025Updated last year
- FiveThirtyEight 2020 Forecast Approximation☆11Nov 16, 2020Updated 5 years ago
- ☆23Dec 19, 2022Updated 3 years ago
- Virtual patent marking crawler at iproduct.epfl.ch☆15Sep 13, 2017Updated 8 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆36Jan 26, 2025Updated last year
- Lectures and Tutorials for the Causal AI course☆53Dec 15, 2025Updated 4 months ago
- R package for the estimation of nonlinear least squares for equation systems☆16Apr 26, 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.
- Replication material for "Optimal Automatic Stabilizers"☆11Aug 9, 2021Updated 4 years ago
- ☆13Jun 9, 2023Updated 2 years ago
- SNAIL Attention Block for Keras.☆17Mar 30, 2020Updated 6 years ago
- R scripts to generate orders for use in customer and product simulation, data mining, and machine learning.☆15Apr 11, 2017Updated 9 years 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
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- ☆17Dec 24, 2021Updated 4 years ago
- Empirical comparison of penalized linear regression in high-dimensional settings☆12Feb 12, 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Demo use of Neural Networks for Longitudinal Data Analysis☆32Jan 30, 2020Updated 6 years ago
- Python version of fixed effects counterfactual estimators☆12Aug 21, 2025Updated 8 months ago
- Este material es usado por el Dr. Edgar Acuna en una clase subgraduada de Data Mining y Machine Learning at the University of Puerto Rico☆17Mar 29, 2022Updated 4 years ago
- Example of out-of-RAM k-nearest neighbors search using faiss☆18Mar 28, 2026Updated last month
- Patent Sentiment Analysis is a process of highlighting patent paragraphs (advantages, problems and neutral text) to ease examination proc…☆17Jul 1, 2024Updated last year
- Some notes on techniques for variance reduction to increase the power of A/B tests☆14Apr 3, 2019Updated 7 years ago
- ☆15Dec 23, 2024Updated last year