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researcher

M. Sperrin

15 papers hereh-index 436.7k citations232 works total

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

author position
  • sole author1
  • first author2
  • middle author11

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • stat.AP3
  • cs.DL1
  • cs.LG1
same name
  • M. Sperrin — 5 papers, h 2
  • M. Sperrin — 2 papers, h 4
  • M. Sperrin — 1 paper, h 4

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

activity
20102025
most citedClinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of approaches

35 citations · 104 across the 15 of their papers we have counts for

collaborators
Showing 2022 · stat.MEShow all

1 paper · 2 filters

stat.ME2022

Imputation and Missing Indicators for handling missing data in the development and implementation of clinical prediction models: a simulation study

Rose Sisk, Matthew Sperrin, Niels Peek +2

Background: Existing guidelines for handling missing data are generally not consistent with the goals of prediction modelling, where missing data can occur at any stage of the mode…

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