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J. Liley

8 papers hereh-index 9624 citations31 works total

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

author position
  • sole author2
  • first author2
  • middle author1
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ME3
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedModel updating after interventions paradoxically introduces bias

7 citations · 10 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2025

Calibration of answer probabilities in verbal autopsies: Working Paper

James Liley, Nathan Higgins, Eilidh Cowan

We consider the problem of calibrating a posterior estimator of a categorical latent variable given a fixed-length ternary string using only unlabelled observations and without a s…

stat.ME2021

Stacking interventions for equitable outcomes

James Liley

Predictive risk scores estimating probabilities for a binary outcome on the basis of observed covariates are common across the sciences. They are frequently developed with the inte…

stat.ME2017

Combining controls can improve power in two-stage association studies

James Liley

High dimensional case control studies are ubiquitous in the biological sciences, particularly genomics. To maximise power while constraining cost and to minimise type-1 error rates…

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