Titlebook: Clinical Prediction Models; A Practical Approach Ewout W. Steyerberg Book 20091st edition Springer-Verlag New York 2009 Anästhesie-Informat

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Presentation formats, Various presentation formats are possible for prediction models and for decision rules, some of which will be discussed in this chapter. We illustrate the creation of some formats at a technical level for the testicular cancer case study.

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Composites Science and Technology power. Power considerations are given for studying effects of specific predictors, and for developing a prediction model that can provide reliable predictions. We use several case studies for illustration.

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Safety in Biology Laboratories,on the most relevant aspects of these models in a prediction context. All models are illustrated with case studies. In Chap. 6, we will discuss aspects of choosing between alternative statistical models.

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The Safety of PES in the Offshore Industry,equency tables are useful to this aim. We will consider various issues in coding of unordered and ordered categorical predictors. For continuous predictors, we specifically discuss how we can limit the influence of outliers and interpret regression coefficients.

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Experience with Computer Assessmentpe of statistical model in a prediction context, with illustration in a case study on modelling age–outcome relationships in medicine. We also summarize results from some empirical comparisons of alternative statistical models.

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