Ruoxuan Xiong

Emory University

201 Dowman Drive

Atlanta, GA 30322

United States

SCHOLARLY PAPERS

12

DOWNLOADS
Rank 20,793

SSRN RANKINGS

Top 20,793

in Total Papers Downloads

5,059

TOTAL CITATIONS
Rank 19,188

SSRN RANKINGS

Top 19,188

in Total Papers Citations

66

Scholarly Papers (12)

1.

Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference

Number of pages: 49 Posted: 28 Oct 2019 Last Revised: 11 Jun 2023
Ruoxuan Xiong and Markus Pelger
Emory University and Stanford University - Department of Management Science & Engineering
Downloads 1,067 (43,502)
Citation 4

Abstract:

Loading...

Factor Analysis, Principal Components, Synthetic Control, Causal Inference, Treatment Effect, Missing Entry, Large-Dimensional Panel Data, Large N and T, Matrix Completion

2.

Target PCA: Transfer Learning Large Dimensional Panel Data

Journal of Econometrics, accepted
Number of pages: 48 Posted: 27 Dec 2022 Last Revised: 30 Aug 2023
Junting Duan, Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering, Stanford University - Department of Management Science & Engineering and Emory University
Downloads 824 (62,126)
Citation 3

Abstract:

Loading...

Factor Analysis, Principal Components, Transfer Learning, Multiple Data Sets, Large-Dimensional Panel Data, Large N and T, Missing Data, Weak Factors, Causal Inference

3.

Optimal Experimental Design for Staggered Rollouts

Number of pages: 111 Posted: 20 Nov 2019 Last Revised: 30 Mar 2023
Emory University, Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 764 (68,706)
Citation 8

Abstract:

Loading...

Adaptive Experiments, Treatment Effect Estimation, Carryover Effects, Panel Data, Dynamic programming

4.

State-Varying Factor Models of Large Dimensions

Number of pages: 36 Posted: 01 Feb 2018 Last Revised: 15 Oct 2020
Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering and Emory University
Downloads 717 (74,713)
Citation 35

Abstract:

Loading...

Factor Analysis, Principle Components, State-Varying, Nonparametric, Kernel-Regression, Large-Dimensional Panel Data, Large N and T

5.

Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs

Number of pages: 71 Posted: 29 Nov 2023 Last Revised: 11 Jun 2024
Ruoxuan Xiong, Alex Chin and Sean J. Taylor
Emory University, Motif Analytics and Independent
Downloads 477 (124,334)

Abstract:

Loading...

Time-Based Experiment, Carryover Effect, Simultaneous Intervention, Treatment Effect Estimation, Ride-Sharing Platform

6.

Interpretable Sparse Proximate Factors for Large Dimensions

Number of pages: 81 Posted: 21 May 2018 Last Revised: 08 Jul 2021
Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering and Emory University
Downloads 430 (140,726)
Citation 7

Abstract:

Loading...

Factor Analysis, Principle Components, Sparse Loading, Interpretability, Large-Dimensional Panel Data, Large N and T

7.

Federated Causal Inference in Heterogeneous Observational Data

Stanford University Graduate School of Business Research Paper
Number of pages: 68 Posted: 09 Aug 2021 Last Revised: 03 Apr 2023
Emory University, Stanford University, Johns Hopkins University, Stanford University, Johns Hopkins University and Stanford Graduate School of Business
Downloads 360 (172,445)
Citation 4

Abstract:

Loading...

Causal Inference, Propensity Scores, Federated Learning, Multiple Data Sets

8.

Factor Analysis for Causal Inference on Large Non-Stationary Panels with Endogenous Treatment

Number of pages: 110 Posted: 10 Jun 2024
Junting Duan, Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering, Stanford University - Department of Management Science & Engineering and Emory University
Downloads 186 (343,671)

Abstract:

Loading...

Factor Analysis, Principal Components, Fixed-Effects, Non-Stationary, Missing Entry, Large-Dimensional Panel Data, Causal Inference, Treatment Effect JEL classification: C14, C38, C55

9.

Internet Appendix for State-Varying Factor Models of Large Dimensions

Number of pages: 84 Posted: 08 Dec 2020
Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering and Emory University
Downloads 97 (558,165)

Abstract:

Loading...

Factor Analysis, Principal Components, State-Varying, Nonparametric, Kernel- Regression, Large-Dimensional Panel Data, Large N and T

10.

Internet Appendix to Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference

Number of pages: 104 Posted: 14 Jan 2021 Last Revised: 14 Apr 2022
Ruoxuan Xiong and Markus Pelger
Emory University and Stanford University - Department of Management Science & Engineering
Downloads 89 (589,042)
Citation 5

Abstract:

Loading...

Factor Analysis, Principal Components, Synthetic Control, Causal Inference, Treatment Effect, Missing Entry, Large-Dimensional Panel Data, Large N and T , Matrix Completion

11.

Internet Appendix for Target PCA: Transfer Learning Large Dimensional Panel Data

Number of pages: 51 Posted: 20 Sep 2023
Junting Duan, Markus Pelger and Ruoxuan Xiong
Stanford University - Department of Management Science & Engineering, Stanford University - Department of Management Science & Engineering and Emory University
Downloads 35 (909,973)

Abstract:

Loading...

Factor Analysis, Principal Components, Transfer Learning, Multiple Data Sets, Large-Dimensional Panel Data, Large N and T , Missing Data, Weak Factors, Causal Inference

12.

Automated Experimental Design with Optimization from Historical Data Simulations

Number of pages: 51 Posted: 07 Feb 2025 Last Revised: 09 Feb 2025
Ruoxuan Xiong
Emory University
Downloads 13 (1,180,410)

Abstract:

Loading...

multi-period experiment, causal effect, black-box model, gradient-free optimization, digital platform