Siyu Heng
Scholar

Siyu Heng

Google Scholar ID: u9IiNaEAAAAJ
Assistant Professor of Biostatistics, New York University
Causal inferenceRandomized experimentsObservational studiesModel-free inference
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Citations & Impact
All-time
Citations
205
 
H-index
9
 
i10-index
8
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
9 items
Propensity Score Propagation: A General Framework for Design-Based Inference with Unknown Propensity Scores
2026
Cited
0
A Universal Framework for Factorial Matched Observational Studies with General Treatment Types: Design, Analysis, and Applications
2025
Cited
0
A Non-Bipartite Matching Framework for Difference-in-Differences with General Treatment Types
2025
Cited
0
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples
2025
Cited
0
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
arXiv.org · 2024
Cited
1
A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability
arXiv.org · 2024
Cited
2
Towards Robust Matched Observational Studies with General Treatment Types: Consistency, Efficiency, and Adaptivity
2024
Cited
0
Reconciling Overt Bias and Hidden Bias in Sensitivity Analysis for Matched Observational Studies
2023
Cited
0
Resume (English only)
Research Experience
  • Assistant Professor of Biostatistics, School of Global Public Health, Affiliated Faculty Member, Center for Data Science, New York University
Background
  • Siyu Heng is interested in both methodology research and applied research. Specifically, his current academic interests are in causal inference, health data science, observational studies, randomized trials, sensitivity analysis, instrumental variables, measurement error, missing data, survey data, and their applications in public health, global health, health policy research, infectious disease research, and social sciences.
Miscellany
  • Address: 708 Broadway, New York, NY 10003, USA
  • Email: siyuheng (at) nyu (dot) edu
Co-authors
0 total
Co-authors: 0 (list not available)