TY  - BOOK
AU  - Good, Phillip I.
TI  - Analyzing the large numbers of variables in biomedical and satellite imagery
SN  - 9780470937
AV  - QA76.9.D343 G753 2011eb
U1  - 006.3/12 22
PY  - 2011///
CY  - Hoboken, N.J.
PB  - Wiley
KW  - Data mining
KW  - Mathematical statistics
KW  - Biomedical engineering
KW  - Data processing
KW  - Remote sensing
KW  - Functions of several complex variables
KW  - COMPUTERS
KW  - Database Management
KW  - Data Mining
KW  - bisacsh
KW  - fast
KW  - Electronic books
KW  - local
N1  - Includes bibliographical references (pages 165-173) and index; 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
N2  - 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 to speed both on the biological context as well as on the specialized statistical methods needed to handle large arrays. Biologists and physicians, even though fully knowledgeable concerning the procedures used to generate microaarrays, EEGs, or MRIs, needed a full introduction to the resampling met
UR  - http://onlinelibrary.wiley.com/book/10.1002/9780470937273
ER  -