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" Resampling methods : "
Phillip I. Good.
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BL
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| Record Number
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723946
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b543663
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| Main Entry
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Phillip I. Good.
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| Title & Author
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Resampling methods : : a practical guide to data analysis\ Phillip I. Good.
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| Publication Statement
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Boston: Birkhäuser, ©1999.
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(xii, 269 pages) : illustrations
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| ISBN
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1475730497
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: 1475730519
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: 9781475730494
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: 9781475730517
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| Contents
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1. Descriptive Statistics --;2. Cause and Effect --;3. Testing Hypotheses --;4. When the Distribution Is Known --;5. Estimation --;6. Power of a Test --;7. Categorical Data --;8. Experimental Design and Analysis --;9. Multiple Variables and Multiple Hypotheses --;10. Classification and Discrimination --;11. Survival Analysis and Reliability --;12. Which Statistic Should I Use? --;Appendix 1. Program Your Own Resampling Methods --;Appendix 2. C++, SC and Stata Code for Permutation Test --;Appendix 3. SAS and Stata Code for the Bootstrap --;Appendix 4. Software Sources.
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| Abstract
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The aim of this volume is to introduce statistical methodology-estimation, hypothesis, testing and classification to a wide audience through resampling from existing data via the bootstrap, and estimation or cross-validation methods.
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| Subject
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Resampling
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Resampling (Statistics)
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Statistische analyse.
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| LC Classification
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QA278.8P455 1999
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| Added Entry
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Phillip I Good
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