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Bibliographic Detail
Publisher
John Wiley & Sons Inc
Publication date
May 3, 2011
Pages
185
Binding
Paperback
Book category
Adult Non-Fiction
ISBN-13
9780470927144
ISBN-10
0470927143
Dimensions
0.50 by 6.25 by 9.25 in.
Weight
0.70 lbs.
Original list price
$81.00
Other format details
sci/tech
Summaries and Reviews
Amazon.com description: Product Description: 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 methodsâthe bootstrap, decision trees, and permutation tests, before the specialized methods applicable to large arrays could be introduced. As the intended audience for this book consists both of statisticians and of medical and biological research workers as well as all those research workers who make use of satellite imagery including agronomists and meteorologists, the book provides a step-by-step approach to not only the specialized methods needed to analyze the data from microarrays and images, but also to the resampling methods, step-down multi-comparison procedures, multivariate analysis, as well as data collection and pre-processing. While many alternate techniques for analysis have been introduced in the past decade, the author has selected only those techniques for which software is available along with a list of the available links from which the software may be purchased or downloaded without charge. Topical coverage includes: very large arrays; permutation tests; applying permutation tests; gathering and preparing data for analysis; multiple tests; bootstrap; applying the bootstrap; classification methods; decision trees; and applying decision trees.
Editions
Paperback
The price comparison is for this edition
from John Wiley & Sons Inc (May 3, 2011)
9780470927144 | details & prices | 185 pages | 6.25 × 9.25 × 0.50 in. | 0.70 lbs | List price $81.00
About: This book grew out of an online interactive offered through statcourse.
About: This book grew out of an online interactive offered through statcourse.
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