Applied Predictive Modeling

• Main Authors: Kuhn, Max (Author), Johnson, Kjell (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Statistics.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics and Computing/Statistics Programs.; Statistics, general.

This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications...

Table of Contents:

• General Strategies
• Regression Models
• Classification Models
• Other Considerations
• Appendix
• References
• Indices.