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researcher

John L Mbotwa

2 papers hereh-index 5154 citations12 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.AP1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedGeneralised linear models for prognosis and intervention: Theory, practice, and implications for machine learning

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2019★ 1 cited

Application of Cox Model to predict the survival of patients with Chronic Heart Failure: A latent class regression approach

John Mbotwa, Marc de Kamps, Paul D. Baxter +1

Most prediction models that are used in medical research fail to accurately predict health outcomes due to methodological limitations. Using routinely collected patient data, we ex…

stat.AP2019★ 2 cited

Generalised linear models for prognosis and intervention: Theory, practice, and implications for machine learning

Kellyn F. Arnold, Vinny Davies, Marc de Kamps +3

Prediction and causal explanation are fundamentally distinct tasks of data analysis. In health applications, this difference can be understood in terms of the difference between pr…

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