Screen LibraryAnalyzing the large numbers of variables in biomedical and satellite imagery
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...
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| Literature type: | Electronic eBook |
| Language: | English |
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| Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/9780470937273 |
| 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. |
| Carrier Form: | 1 online resource (185 p.) |
| Bibliography: | Includes bibliographical references (p. 165-173) and index. |
| ISBN: |
9780470937259 (electronic bk.) 0470937254 (electronic bk.) 9780470937273 (electronic bk.) 0470937270 (electronic bk.) 9781118002148 1118002148 |
| Index Number: | QA76 |
| CLC: | R318-05 |
| 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. |