User profiles for Willi Sauerbrei
Willi SauerbreiVerified email at imbi.uni-freiburg.de Cited by 48893 |
Dichotomizing continuous predictors in multiple regression: a bad idea
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 …
grouping values into two or more categories. We consider in detail issues pertaining to …
REporting recommendations for tumor MARKer prognostic studies (REMARK)
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 …
of markers that have emerged as clinically useful is pitifully small. Often initially reported …
Reporting recommendations for tumor marker prognostic studies (REMARK)
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 …
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 …
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
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…
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. …
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 …
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.
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 …
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
Background The Reporting Recommendations for Tumor Marker Prognostic Studies (REMARK)
checklist consists of 20 items to report for published tumor marker prognostic studies. It …
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 …
of epidemiological research, mainly for reconciling previously conducted studies that have …