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researcher

John L Mbotwa

2 papers here

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

1 citations · 1 across the 1 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

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.