Daniel Malinsky
Scholar

Daniel Malinsky

Google Scholar ID: 59EzUoIAAAAJ
Assistant Professor of Biostatistics at Columbia University
Causal InferenceGraphical ModelsMachine LearningPhilosophy of ScienceFoundations of
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,356
 
H-index
19
 
i10-index
24
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
6 items
Exploiting independence constraints for efficient estimation of bounds on causal effects in the presence of unmeasured confounding
2026
Cited
0
Mediation Analysis in the Presence of Sample Selection Bias with an Application to Disparities in Liver Transplantation Listing
2025
Cited
0
Estimating effects of longitudinal modified treatment policies (LMTPs) on rates of change in health outcomes
2025
Cited
0
Bridging Prediction and Intervention Problems in Social Systems
2025
Cited
0
Post-selection inference for causal effects after causal discovery
2024
Cited
4
Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning
arXiv.org · 2020
Cited
15
Resume (English only)
Co-authors
11 total
Ilya Shpitser
Ilya Shpitser
John C. Malone Associate Professor, Department of Computer Science, Johns Hopkins University
Peter Spirtes
Peter Spirtes
Professor of Philosophy, Carnegie Mellon University
Rohit Bhattacharya
Rohit Bhattacharya
Assistant Professor of Computer Science, Williams College
Razieh Nabi
Razieh Nabi
Rollins Assistant Professor of Biostatistics, Emory University
David Danks
David Danks
Professor of Data Science, Philosophy, & Policy; UC San Diego
Eric J Tchetgen Tchetgen
Eric J Tchetgen Tchetgen
University Professor
Co-author 7
Co-author 7
Co-author 8
Co-author 8