Advertisement

Validation of Prediction Models

  • E.W. Steyerberg
Chapter
Part of the Statistics for Biology and Health book series (SBH)

Background

The purpose of a predictive model is to provide valid outcome predictions for new patients. Essentially, the data set to develop a model is not of interest other than to learn for the future. Validation hence is an important aspect of the process of predictive modelling. An important distinction is between internal and external validation. We discuss internal and external validation techniques in this chapter, with illustrations in case studies.

Keywords

External Validation Lynch Syndrome Testicular Cancer Validation Sample Independent Validation 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Copyright information

© Springer Science+Business Media, LLC 2009

Authors and Affiliations

  • E.W. Steyerberg
    • 1
  1. 1.Department of Public HealthErasmus MCRotterdamThe Netherlands

Personalised recommendations