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Ziyi Liu

4 papers hereh-index 6175 citations40 works total

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

author position
  • sole author1
  • middle author3

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

fields
  • stat.ME2
  • econ.EM1
  • hep-ph1
same name
  • Ziyi Liu — 8 papers, h 6
  • Ziyi Liu — 7 papers, h 3
  • Ziyi Liu — 5 papers, h 3
  • Ziyi Liu — 5 papers, h 3
  • Ziyi Liu — 4 papers, h 3
  • Ziyi Liu — 3 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

most citedA Practical Guide to Estimating Conditional Marginal Effects: Modern Approaches

2 citations · 2 across the 1 of their papers we have counts for

collaborators

4 papers

stat.ME2026★ 2 cited

A Practical Guide to Estimating Conditional Marginal Effects: Modern Approaches

Jiehan Liu, Ziyi Liu, Yiqing Xu

This Element offers a practical guide to estimating conditional marginal effects-how treatment effects vary with a moderating variable-using modern statistical methods. Commonly us…

hep-ph2025

Optimal Observables for the Chiral Magnetic Effect from Machine Learning

Yuji Hirono, Kazuki Ikeda, Dmitri E. Kharzeev +2

The detection of the Chiral Magnetic Effect (CME) in relativistic heavy-ion collisions remains challenging due to substantial background contributions that obscure the expected sig…

econ.EM2025

Cohort-Anchored Robust Inference for Event-Study with Staggered Adoption

Ziyi Liu

This paper proposes a cohort-anchored framework for robust inference in event studies with staggered adoption, building on Rambachan and Roth (2023). Robust inference based on even…

stat.ME2025

A Response to Recent Critiques of Hainmueller, Mummolo and Xu (2019) on Estimating Conditional Relationships

Jens Hainmueller, Jiehan Liu, Ziyi Liu +2

Simonsohn (2024a) and Simonsohn (2024b) critique Hainmueller, Mummolo and Xu (2019, HMX), arguing that failing to model nonlinear relationships between the treatment and moderator…

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