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E-book
Author Good, Phillip I.

Title Analyzing the large number of variables in biomedical and satellite imagery / Phillip I. Good
Published Hoboken, N.J. : Wiley, ©2011

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Description 1 online resource (185 pages)
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
Summary 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
Bibliography Includes bibliographical references (pages 165-173) and index
Notes Print version record
Subject Data mining.
Mathematical statistics.
Biomedical engineering -- Data processing
Remote sensing -- Data processing
Functions of several complex variables.
Diagnostic imaging.
Data Mining
Diagnostic Imaging
Models, Statistical
Oligonucleotide Array Sequence Analysis
COMPUTERS -- Database Management -- Data Mining.
Diagnostic imaging
Biomedical engineering -- Data processing
Data mining
Functions of several complex variables
Mathematical statistics
Remote sensing -- Data processing
Form Electronic book
ISBN 9780470937259
0470937254
9780470937273
0470937270
9781118002148
1118002148
1283138778
9781283138772
9786613138774
6613138770