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researcher

Siyu Heng

5 papers hereh-index 210 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ME2
  • stat.AP1
same name
  • Siyu Heng — 10 papers, h 6
  • Siyu Heng — 8 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ME2023

Reconciling Overt Bias and Hidden Bias in Sensitivity Analysis for Matched Observational Studies

Siyu Heng, Yanxin Shen, Pengyun Wang

Matching is one of the most widely used causal inference designs in observational studies, but post-matching confounding bias remains a critical concern. This bias includes overt b…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.