User profiles for Willi Sauerbrei

Willi Sauerbrei

Verified email at imbi.uni-freiburg.de
Cited by 48893

Dichotomizing continuous predictors in multiple regression: a bad idea

P Royston, DG Altman, W Sauerbrei - Statistics in medicine, 2006 - Wiley Online Library
In medical research, continuous variables are often converted into categorical variables by
grouping values into two or more categories. We consider in detail issues pertaining to …

REporting recommendations for tumor MARKer prognostic studies (REMARK)

LM McShane, DG Altman, W Sauerbrei… - Breast cancer research …, 2006 - Springer
Despite years of research and hundreds of reports on tumor markers in oncology, the number
of markers that have emerged as clinically useful is pitifully small. Often initially reported …

Reporting recommendations for tumor marker prognostic studies (REMARK)

LM McShane, DG Altman, W Sauerbrei… - Journal of the …, 2005 - academic.oup.com
Despite years of research and hundreds of reports on tumor markers in oncology, the number
of markers that have emerged as clinically useful is pitifully small. Often, initially reported …

Assessment and comparison of prognostic classification schemes for survival data

E Graf, C Schmoor, W Sauerbrei… - Statistics in …, 1999 - Wiley Online Library
Prognostic classification schemes have often been used in medical applications, but rarely
subjected to a rigorous examination of their adequacy. For survival data, the statistical …

Selection of important variables and determination of functional form for continuous predictors in multivariable model building

W Sauerbrei, P Royston, H Binder - Statistics in medicine, 2007 - Wiley Online Library
In developing regression models, data analysts are often faced with many predictor variables
that may influence an outcome variable. After more than half a century of research, the ‘best…

A bootstrap resampling procedure for model building: application to the Cox regression model

W Sauerbrei, M Schumacher - Statistics in medicine, 1992 - Wiley Online Library
A common problem in the statistical analysis of clinical studies is the selection of those
variables in the framework of a regression model which might influence the outcome variable. …

[BOOK][B] Multivariable model-building: a pragmatic approach to regression anaylsis based on fractional polynomials for modelling continuous variables

P Royston, W Sauerbrei - 2008 - books.google.com
Multivariable regression models are of fundamental importance in all areas of science in
which empirical data must be analyzed. This book proposes a systematic approach to building …

The use of fractional polynomials to model continuous risk variables in epidemiology.

P Royston, G Ambler, W Sauerbrei - International journal of …, 1999 - academic.oup.com
BACKGROUND: The traditional method of analysing continuous or ordinal risk factors by
categorization or linear models may be improved. METHODS: We propose an approach based …

[HTML][HTML] Reporting recommendations for tumor marker prognostic studies (REMARK): explanation and elaboration

DG Altman, LM McShane, W Sauerbrei, SE Taube - BMC medicine, 2012 - Springer
Background The Reporting Recommendations for Tumor Marker Prognostic Studies (REMARK)
checklist consists of 20 items to report for published tumor marker prognostic studies. It …

Traditional reviews, meta-analyses and pooled analyses in epidemiology.

M Blettner, W Sauerbrei, B Schlehofer… - International journal …, 1999 - academic.oup.com
BACKGROUND: The use of review articles and meta-analysis has become an important part
of epidemiological research, mainly for reconciling previously conducted studies that have …