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…☆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…☆12Sep 12, 2019Updated 6 years ago
- OBSOLETE - moved to AEADataEditor/aeadataeditor.github.io☆16Mar 8, 2021Updated 5 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- Companion code for research paper: “It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-…☆12Aug 5, 2021Updated 4 years ago
- ☆10Jul 13, 2018Updated 7 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
- ☆20Jun 8, 2018Updated 8 years ago
- ☆17Jul 26, 2021Updated 4 years ago
- Matching on generalized propensity scores with continuous exposures☆27Jan 12, 2026Updated 5 months ago
- Article by Dokumentov & Hyndman on Seasonal Trend decomposition using Regression☆19Jul 1, 2021Updated 4 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 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.
- An R package for large scale estimation with stochastic gradient descent☆61Nov 8, 2025Updated 7 months ago
- Time varying vector autoregressive state space modeling of community interactions in a Bayesian framework☆12Oct 4, 2021Updated 4 years ago
- Machine learning for spatial data: This repository contains the R-scripts for the analysis described in the paper "Importance of spatial …☆14Oct 29, 2019Updated 6 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 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Causality with machine learning, topic including causal represenation learning, causal reinforcement learning☆11Apr 19, 2021Updated 5 years ago
- R package for the estimation of nonlinear least squares for equation systems☆16Apr 26, 2025Updated last year
- Replication material for "Optimal Automatic Stabilizers"☆11Aug 9, 2021Updated 4 years ago
- ☆13Jun 9, 2023Updated 3 years ago
- ☆11Jan 7, 2021Updated 5 years ago
- SNAIL Attention Block for Keras.☆17Mar 30, 2020Updated 6 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- Two-stage interrupted time series analysis of excess mortality in Italy during the COVID-19 pandemic☆17Feb 13, 2025Updated last year
- Demo use of Neural Networks for Longitudinal Data Analysis☆31Jan 30, 2020Updated 6 years ago
- ☆19Feb 14, 2024Updated 2 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
- 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