🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Ilya Shpitser

Johns Hopkins University

ORCID: 0000-0003-2571-7326

Also affiliated with Johns Hopkins Medicine

MathematicsComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 16 papers. Top paper: “Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance”.

Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance

PLoS ONE(2020)10.1371/journal.pone.0231300

N/A

1.7DataRank · unranked

48 citations

Vibhu Jawa, Xiaohan Zhang, Christopher G. Chute, Jeremy A. Epstein, Jordan Matelsky +3 more

Examining the Causal Mediating Role of Brain Pathology on the Relationship Between Diabetes and Cognitive Impairment: The Cardiovascular Health Study

Journal of the Royal Statistical Society Series A (Statistics in Society)(2020)10.1111/rssa.12570

N/A

0DataRank · unranked

9 citations

Ilya Shpitser, Oscar L. López, W.T. Longstreth, Paulo H. M. Chaves, Lewis H. Kuller +2 more

Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring Model

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1862669

N/A

0DataRank · unranked

4 citations

Ilya Shpitser, Eric J. Tchetgen Tchetgen, Daniel Malinsky

Proximal mediation analysis

arXiv (Cornell University)(2021)10.48550/arxiv.2109.11904

N/A

0DataRank · unranked

3 citations

Ilya Shpitser, Eric J. Tchetgen Tchetgen, Oliver Dukes

Causal determinants of postoperative length of stay in cardiac surgery using causal graphical learning

Journal of Thoracic and Cardiovascular Surgery(2022)10.1016/j.jtcvs.2022.08.012

N/A

0DataRank · unranked

24 citations

Ranjani Srinivasan, Chin Siang Ong, Diane Alejo, Stefano Schena, Ilya Shpitser +4 more

Comment on: “Decision-theoretic foundations for statistical causality”

Journal of Causal Inference(2022)10.1515/jci-2021-0056

N/A

0DataRank · unranked

1 citations

Ilya Shpitser

Nonmyopic and pseudo-nonmyopic approaches to optimal sequential design in the presence of covariates

Journal of Statistical Computation and Simulation(2022)10.1080/00949655.2022.2113788

N/A

0DataRank · unranked

0 citations

David C. Woods, Ilya Shpitser, Mia S. Tackney

Proximal mediation analysis

Biometrika(2023)10.1093/biomet/asad015

N/A

0DataRank · unranked

12 citations

Ilya Shpitser, Eric J. Tchetgen Tchetgen, Oliver Dukes

An Automated Approach to Causal Inference in Discrete Settings

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2216909

N/A

0DataRank · unranked

16 citations

Noam Finkelstein, Dean Knox, Jonathan Mummolo, Ilya Shpitser, Guilherme Duarte

A Self-Censoring Model for Multivariate Nonignorable Nonmonotone Missing Data

Biometrics(2023)10.1111/biom.13916

N/A

0DataRank · unranked

7 citations

Wang Miao, Ilya Shpitser, Eric J. Tchetgen Tchetgen, Y. G. Li

Examining the Causal Mediating Role of Cardiovascular Disease on the Effect of Subclinical Cardiovascular Disease on Cognitive Impairment via Separable Effects

The Journals of Gerontology Series A(2023)10.1093/gerona/glad077

N/A

0DataRank · unranked

5 citations

Ilya Shpitser, Vanessa Didelez, Paulo H. M. Chaves, Oscar L. López, Michelle C. Carlson +1 more

Simple graphical rules for assessing selection bias in general-population and selected-sample treatment effects

American Journal of Epidemiology(2024)10.1093/aje/kwae145

N/A

0DataRank · unranked

21 citations

Ilya Shpitser, Maya B. Mathur

Mathur and Shpitser respond to “The evolution of selection bias in the recent epidemiologic literature—a selective overview”

American Journal of Epidemiology(2024)10.1093/aje/kwae287

N/A

0DataRank · unranked

1 citations

Ilya Shpitser, Maya B. Mathur

Zero Inflation as a Missing Data Problem: a Proxy-based Approach

arXiv (Cornell University)(2024)10.48550/arxiv.2406.00549

N/A

0DataRank · unranked

0 citations

Jaron J. R. Lee, Opeyemi Oladapo-Shittu, Eili Klein, Ayşe P. Gürses, Susan M. Hannum +6 more

Resurrecting complete-case analysis: a defense

American Journal of Epidemiology(2025)10.1093/aje/kwaf284

N/A

0DataRank · unranked

6 citations

Ilya Shpitser, Tyler J. VanderWeele, Maya B. Mathur

Pitfalls of imputing using incomplete auxiliary variables

American Journal of Epidemiology(2025)10.1093/aje/kwaf043

N/A

0DataRank · unranked

0 citations

Ilya Shpitser, Maya B. Mathur