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Model-Based Recursive Partitioning with Adjustment for Measurement Error

Applied to the Cox's Proportional Hazards and Weibull Model

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Model-Based Recursive Partitioning with Adjustment for Measurement Error Hanna Birke
Koda Libristo: 09136900
Založba Springer Fachmedien Wiesbaden, januar 2015
Model-based recursive partitioning (MOB) provides a powerful synthesis between machine-learning insp... Celoten opis
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Model-based recursive partitioning (MOB) provides a powerful synthesis between machine-learning inspired recursive partitioning methods and regression models. Hanna Birke extends this approach by allowing in addition for measurement error in covariates, as frequently occurring in biometric (or econometric) studies, for instance, when measuring blood pressure or caloric intake per day. After an introduction into the background, the extended methodology is developed in detail for the Cox model and the Weibull model, carefully implemented in R, and investigated in a comprehensive simulation study.

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O knjigi

Polni naslov Model-Based Recursive Partitioning with Adjustment for Measurement Error
Avtor Hanna Birke
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2015
Število strani 240
EAN 9783658085049
ISBN 3658085045
Koda Libristo 09136900
Založba Springer Fachmedien Wiesbaden
Teža 3451
Mere 148 x 210 x 213

Kategorije

Medicine & Nursing > Clinical & internal medicine > Diseases & disorders > Oncology
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
Mathematics & Science > Mathematics > Mathematical foundations
Mathematics & Science > Science: general issues > Maths for scientists
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