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Qingyan Xiang

4 papers hereh-index 580 citations16 works total

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author position
  • first author2
  • last author2

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

fields
  • stat.AP1
  • stat.ME1
  • stat.ML1
  • stat.OT1

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collaborators
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1 paper · 1 filter

stat.OT2026

Using large language models for sensitivity analysis in causal inference: case studies on Cornfield inequality and E-value

Qingyan Xiang, Jiahao Zhang, Bojian Feng

Sensitivity analysis methods such as the Cornfield inequality and the E-value were developed to assess the robustness of observed associations against unmeasured confounding -- a m…

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