Development and validation of prediction model to estimate 10-year risk of all-cause mortality using modern statistical learning methods: a large population-based cohort study and external validation

Development and validation of prediction model to estimate 10-year risk of all-cause mortality using modern statistical learning methods: a large population-based cohort study and external validation

Abstract Background In increasingly ageing populations, there is an emergent need to develop a robust prediction model for estimating an individual absolute risk for all-cause mortality, so that relevant assessments and interventions can be targeted appropriately. The objective of the study was to d...

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Bibliographic Details
Main Authors: Olesya Ajnakina, Deborah Agbedjro, Ryan McCammon, Jessica Faul, Robin M. Murray, Daniel Stahl, Andrew Steptoe
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Medical Research Methodology
Subjects:
Mortality
Survival
Prognostic factors
Statistical learning
Absolute risk
Population-based longitudinal study
Online Access:https://doi.org/10.1186/s12874-020-01204-7

Internet

https://doi.org/10.1186/s12874-020-01204-7

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