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Layla Parast

16 papers hereh-index 171.5k citations71 works total

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

author position
  • first author3
  • middle author3
  • last author9

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ME16

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedDoubly-robust evaluation of high-dimensional surrogate markers

4 citations · 7 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ME2022★ 1 cited

Towards Optimal Use of Surrogate Markers to Improve Power

Xuan Wang, Layla Parast, Lu Tian +1

Motivated by increasing pressure for decision makers to shorten the time required to evaluate the efficacy of a treatment such that treatments deemed safe and effective can be made…

stat.ME2022★ 1 cited

Using a Surrogate with Heterogeneous Utility to Test for a Treatment Effect

Layla Parast, Tianxi Cai, Lu Tian

The primary benefit of identifying a valid surrogate marker is the ability to use it in a future trial to test for a treatment effect with shorter follow-up time or less cost. Howe…

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