Analyzing the large numbers of variables in biomedical and satellite imagery /

• Main Author: Good, Phillip I.
• Format: eBook
• Language: English
• Published: Hoboken, N.J. : Wiley, [2011]
• Subjects: Data mining.; Mathematical statistics.; Biomedical engineering > Data processing.; Remote sensing > Data processing.; Functions of several complex variables.; COMPUTERS > Database Management > Data Mining.; Electronic books.

This book grew out of an online interactive offered through statcourse.com, and it soon became apparent to the author that the course was too limited in terms of time and length in light of the broad backgrounds of the enrolled students. The statisticians who took the course needed to be brought up...

Table of Contents:

• Very Large Arrays
• Permutation Tests
• Applying The Permutation Test
• Biological Background
• Multiple Tests
• The Bootstrap
• Classification Methods
• Applying Decision Trees
• Glossary of Biomedical Terminology
• Glossary of Statistical Terminology
• Appendix. An R Primer.