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Framework to construct and interpret latent class trajectory modelling

BMJ Open · 2018 · Vol. 8(7) · pp. e020683–e020683
Hannah LennonScott P. KellyMatthew SperrinIain BuchanAmanda J. CrossMichael F. LeitzmannMichael B. CookAndrew G. Renehan

Abstract

We propose a framework to construct and select a 'core' LCTM, which will facilitate generalisability of results in future studies.

Health, Environment, Cognitive AgingCancer Risks and FactorsGlobal Cancer Incidence and ScreeningLatent class modelMedicineStatisticsRandom effects modelConcordanceMixed modelEconometricsMathematicsMeta-analysis

MeSH terms

Latent Class AnalysisAdolescentAdultBody WeightDietFemaleHumansLife StyleMaleMiddle AgedSurveys and QuestionnairesMental RecallRisk FactorsUnited StatesCohort Studies

Funding

  • Cancer Research UK
  • Novo Nordisk
  • Medical Research Council
  • Economic and Social Research Council
  • National Cancer Institute
  • Cilag
Citations
389
FWCI
7.63
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35
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98%
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