Ruoxuan Xiong

发表

The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality from COVID-19

S. Athey, J. Vogelstein, L. Rose, 2020, medRxiv : the preprint server for health sciences.

Deep Learning Stock Volatility with Google Domestic Trends

Ruoxuan Xiong, Yuan Shen, Eric P. Nichols, 2015, 1512.04916.

State-Varying Factor Models of Large Dimensions

Ruoxuan Xiong, Markus Pelger, 2018, Journal of Business & Economic Statistics.

Optimal Experimental Design for Staggered Rollouts

Guido Imbens, Mohsen Bayati, Susan Athey, 2019, SSRN Electronic Journal.

Interpretable Sparse Proximate Factors for Large Dimensions

Ruoxuan Xiong, Markus Pelger, 2018, Journal of Business & Economic Statistics.

Interpretable Proximate Factors for Large Dimensions

Ruoxuan Xiong, Markus Pelger, 2018 .

The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality From COVID-19

S. Athey, J. Vogelstein, L. Rose, 2021, Frontiers in Medicine.

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

Ruoxuan Xiong, Markus Pelger, 2019, SSRN Electronic Journal.

Confounder Balancing for Instrumental Variable Regression with Latent Variable

Ruoxuan Xiong, Kun Kuang, Anpeng Wu, 2022, ArXiv.

Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation

Ruoxuan Xiong, Kun Kuang, Furui Liu, 2022, AAAI.

Learning Individual Treatment Effects under Heterogeneous Interference in Networks

Ruoxuan Xiong, Kun Kuang, Fei Wu, 2022, ArXiv.

Federated causal inference in heterogeneous observational data

S. Athey, J. Vogelstein, Allison Koenecke, 2021, Statistics in medicine.

A how-to guide for conducting retrospective analyses: example COVID-19 study

James Brian Byrd, E. Stuart, S. Athey, 2020 .

Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study

James Brian Byrd, E. Stuart, S. Athey, 2020, Frontiers in Pharmacology.

Alpha-1 adrenergic receptor antagonists for preventing acute respiratory distress syndrome and death from cytokine storm syndrome.

E. Stuart, S. Athey, J. Vogelstein, 2020, ArXiv.

Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection

E. Stuart, S. Athey, J. Vogelstein, 2020, eLife.

Preventing cytokine storm syndrome in COVID-19 using α-1 adrenergic receptor antagonists.

S. Athey, J. Vogelstein, B. Mensh, 2020, The Journal of clinical investigation.

Instrumental Variables in Causal Inference and Machine Learning: A Survey

Ruoxuan Xiong, Kun Kuang, Anpeng Wu, 2022, ArXiv.

Treatment Effect Estimation with Unmeasured Confounders in Data Fusion

Ruoxuan Xiong, Kun Kuang, Furui Liu, 2022, ArXiv.

Instrumental Variable-Driven Domain Generalization with Unobserved Confounders

Ruoxuan Xiong, Lanfen Lin, Kun Kuang, 2023, ACM Transactions on Knowledge Discovery from Data.

Stable Prediction With Leveraging Seed Variable

Ruoxuan Xiong, Yue Liu, Kun Kuang, 2023, IEEE Transactions on Knowledge and Data Engineering.

Learning Domain-Invariant Relationship with Instrumental Variable for Domain Generalization pdf

Mingming Gong, Lanfen Lin, Kun Kuang, 2021, ArXiv.

Stable Prediction with Model Misspecification and Agnostic Distribution Shift

Kun Kuang, Bo Li, Susan Athey, 2020, AAAI.

Stable Prediction across Unknown Environments

Bo Li, Kun Kuang, Susan Athey, 2018, KDD.

Instrumental Variable-Driven Domain Generalization with Unobserved Confounders

Ruoxuan Xiong, Lanfen Lin, Kun Kuang, 2021, ACM Trans. Knowl. Discov. Data.

Targeting the catecholamine-cytokine axis to prevent SARS-CoV-2 cytokine storm syndrome

S. Athey, J. Vogelstein, B. Mensh, 2020, medRxiv.

Alpha-1 adrenergic receptor antagonists prevent acute respiratory distress syndrome and death: implications for Coronavirus disease 2019

S. Athey, J. Vogelstein, B. Mensh, 2020 .

Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference

G. Imbens, Ruoxuan Xiong, Zhaonan Qu, 2021, 2107.12420.

A retrospective clinical study supporting the rationale for trials of Alpha-1 Adrenoreceptor Antagonists to prevent cytokine storm and severe COVID-19

S. Athey, J. Vogelstein, B. Mensh, 2020 .

Target PCA: Transfer Learning Large Dimensional Panel Data

Ruoxuan Xiong, Markus Pelger, Junting Duan, 2023, SSRN Electronic Journal.

Optimal Experimental Design for Staggered Rollouts

S. Athey, M. Bayati, Ruoxuan Xiong, 2019, SSRN Electronic Journal.

Causal Inference with Complex Treatments: A Survey

Ruoxuan Xiong, Kun Kuang, Anpeng Wu, 2024, ArXiv.