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A decomposition of Fisher's information to inform sample size for developing fair and precise clinical prediction models -- Part 2: time-to-event outcomes
Richard D Riley
,
Gary S Collins
,
Lucinda Archer
,
Rebecca Whittle
,
Amardeep Legha
, Laura Kirton
, Paula Dhiman
, Mohsen Sadatsafavi
,
Nicola J Adderley
,
Joseph Alderman
, Glen P Martin
,
Joie Ensor
Applied Health Sciences
Cancer and Genomic Sciences
Inflammation and Ageing
Research output
:
Working paper/Preprint
›
Preprint
21
Downloads (Pure)
Overview
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Research output
(3)
Research output
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2025
2025
2025
2
Preprint
1
Article
Research output per year
Research output per year
2 results
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2025
A decomposition of Fisher's information to inform sample size for developing fair and precise clinical prediction models -- part 1: binary outcomes
Riley, R. D.
,
Collins, G. S.
,
Whittle, R.
,
Archer, L.
,
Snell, K. I.
, Dhiman, P., Kirton, L.,
Legha, A.
, Liu, X.,
Denniston, A.
, Harrell Jr, F. E., Wynants, L., Martin, G. P. &
Ensor, J.
,
24 Jan 2025
,
arXiv
,
44 p.
Research output
:
Working paper/Preprint
›
Preprint
File
Clinical Prediction Model
100%
Binary Outcome
100%
Fisher Information
100%
Risk Estimate
100%
Risk Level
100%
44
Downloads (Pure)
A decomposition of Fisher's information to inform sample size for developing or updating fair and precise clinical prediction models -- Part 3: continuous outcomes
Whittle, R.
,
Riley, R. D.
,
Archer, L.
,
Collins, G. S.
,
Legha, A.
,
Snell, K. I.
&
Ensor, J.
,
31 Jul 2025
,
arXiv
,
36 p.
Research output
:
Working paper/Preprint
›
Preprint
File
Clinical Prediction Model
100%
Continuous Outcomes
100%
Fisher Information
100%
Interval Width
100%
Clinical Utility
100%
44
Downloads (Pure)