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researcher

Siyi Liu

3 papers hereh-index 231 citations4 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3
same name
  • Siyi Liu — 24 papers, h 31
  • Siyi Liu — 8 papers, h 4
  • Siyi Liu — 7 papers, h 3
  • Siyi Liu — 7 papers, h 3
  • Siyi Liu — 5 papers, h 4
  • Siyi Liu — 2 papers

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
20202024
most citedData fusion methods for the heterogeneity of treatment effect and confounding function

9 citations · 10 across the 3 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ME2022

Sensitivity analysis in longitudinal clinical trials via distributional imputation

Siyi Liu, Shu Yang, Yilong Zhang +2

Missing data is inevitable in longitudinal clinical trials. Conventionally, the missing at random assumption is assumed to handle missingness, which however is unverifiable empiric…

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