Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models

Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models

26 May 2025

Papers citing "Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models"

15 / 15 papers shown

Title
Identification of Average Treatment Effects in Nonparametric Panel Models Susan Athey Guido Imbens 45 2 0 25 Mar 2025
Estimation and Inference for CP Tensor Factor Models Bin Chen Yuefeng Han Qiyang Yu 23 3 0 25 Jun 2024
Factor Augmented Tensor-on-Tensor Neural Networks Guanhao Zhou Yuefeng Han Xiufan Yu 60 2 0 30 May 2024
Entrywise Inference for Missing Panel Data: A Simple and Instance-Optimal Approach Yuling Yan Martin J. Wainwright 17 4 0 24 Jan 2024
Generalized Causal Tree for Uplift Modeling Preetam Nandy Xiufan Yu Wanjun Liu Ye Tu Kinjal Basu S. Chatterjee CML 46 4 0 04 Feb 2022
Causal Matrix Completion Anish Agarwal M. Dahleh Devavrat Shah Dennis Shen CML 220 52 0 30 Sep 2021
Tensor Principal Component Analysis in High Dimensional CP Models Yuefeng Han Cun-Hui Zhang 54 11 0 10 Aug 2021
Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks Adityanarayanan Radhakrishnan George Stefanakis M. Belkin Caroline Uhler 49 26 0 31 Jul 2021
Tensor Factor Model Estimation by Iterative Projection Yuefeng Han Rong Chen Dan Yang Cun-Hui Zhang AI4TS 53 27 0 04 Jun 2020
Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption Susan Athey Guido Imbens 15 627 0 15 Aug 2018
Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence Vira Semenova Matt Goldman Victor Chernozhukov Matt Taddy CML 37 13 0 28 Dec 2017
Matrix Completion Methods for Causal Panel Data Models Susan Athey Mohsen Bayati Nikolay Doudchenko Guido Imbens Khashayar Khosravi 62 418 0 27 Oct 2017
Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors Wei Luo Lingzhou Xue Jiawei Yao Xiufan Yu AI4TS 60 15 0 01 May 2017
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis Nikolay Doudchenko Guido Imbens 49 415 0 25 Oct 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 131 2,474 0 14 Oct 2015