The practical utility of incorporating model selection uncertainty into prognostic models for survival data

N Augustin; W Sauerbrei; M Schumacher

The practical utility of incorporating model selection uncertainty into prognostic models for survival data

N Augustin, W Sauerbrei, M Schumacher

Department of Mathematical Sciences

Research output: Contribution to journal › Article

Original language	English
Pages (from-to)	95-118
Number of pages	24
Journal	Statistical Modelling
Volume	5
Issue number	2
Publication status	Published - 2005

Keywords

INFORMATION
survival analysis
prognostic
bootstrap
INFERENCE
model selection uncertainty
COX REGRESSION-MODEL
BOOTSTRAP
model averaging
CROSS-VALIDATION
factor models
LINEAR-REGRESSION

Cite this

Augustin, N., Sauerbrei, W., & Schumacher, M. (2005). The practical utility of incorporating model selection uncertainty into prognostic models for survival data. Statistical Modelling, 5(2), 95-118.

@article{ac33b3bea817434bb8741a1d4e253279,

title = "The practical utility of incorporating model selection uncertainty into prognostic models for survival data",

keywords = "INFORMATION, survival analysis, prognostic, bootstrap, INFERENCE, model selection uncertainty, COX REGRESSION-MODEL, BOOTSTRAP, model averaging, CROSS-VALIDATION, factor models, LINEAR-REGRESSION",

author = "N Augustin and W Sauerbrei and M Schumacher",

note = "ID number: ISI:000229727000001",

year = "2005",

language = "English",

volume = "5",

pages = "95--118",

journal = "Statistical Modelling",

issn = "1471-082X",

publisher = "Sage Publications",

number = "2",

}

TY - JOUR

T1 - The practical utility of incorporating model selection uncertainty into prognostic models for survival data

AU - Augustin, N

AU - Sauerbrei, W

AU - Schumacher, M

N1 - ID number: ISI:000229727000001

PY - 2005

Y1 - 2005

KW - INFORMATION

KW - survival analysis

KW - prognostic

KW - bootstrap

KW - INFERENCE

KW - model selection uncertainty

KW - COX REGRESSION-MODEL

KW - BOOTSTRAP

KW - model averaging

KW - CROSS-VALIDATION

KW - factor models

KW - LINEAR-REGRESSION

M3 - Article

VL - 5

SP - 95

EP - 118

JO - Statistical Modelling

JF - Statistical Modelling

SN - 1471-082X

IS - 2

ER -