Model performance analysis and model validation in logistic regression
AbstractIn this paper a new model validation procedure for a logistic regression model is presented. At first, we illustrate a brief review of different techniques of model validation. Next, we define a number of properties required for a model to be considered "good", and a number of quantitative performance measures. Lastly, we describe a methodology for the assessment of the performance of a given model by using an example taken from a management study.
How to Cite
Arboretti Giancristofaro, R., & Salmaso, L. (2003). Model performance analysis and model validation in logistic regression. Statistica, 63(2), 375–396. https://doi.org/10.6092/issn.1973-2201/358