A Practitioner’s Guide to Resampling for Data Analysis, Data Mining, and Modeling
Author:   Phillip Good
Publisher:   Taylor & Francis Inc
ISBN:  

9781439855508


Pages:   224
Publication Date:   25 August 2011
Format:   Hardback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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A Practitioner’s Guide to Resampling for Data Analysis, Data Mining, and Modeling


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Full Product Details

Author:   Phillip Good
Publisher:   Taylor & Francis Inc
Imprint:   Chapman & Hall/CRC
Dimensions:   Width: 15.60cm , Height: 2.00cm , Length: 23.40cm
Weight:   0.544kg
ISBN:  

9781439855508


ISBN 10:   1439855501
Pages:   224
Publication Date:   25 August 2011
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Wide Range of Applications. Estimation and the Bootstrap. Software for Use with the Bootstrap and Permutation Tests. Comparing Two Populations. Multiple Variables. Experimental Design and Analysis. Categorical Data. Multiple Hypotheses. Model Building. Classification. Restricted Permutations. References. Appendix A: Basic Concepts in Statistics. Appendix B: Proof of Theorems. Author Index. Subject Index.

Reviews

This is an elementary introduction to the use of resampling methods, such as permutation tests and bootstrap methods, applied in a wide variety of statistical problems. ... The book describes sources for code to run the methods it describes, in a variety of languages, and also illustrates using R and Stata code segments. ... There are many exercises. -David J. Hand, International Statistical Review (2013), 81, 2


Author Information

Phillip Good is the author of 18 novels, 625 popular articles in magazines and newspapers, scholarly articles in the fields of astrophysics, biology, biostatistics, computer science, probability, and statistics, and nine statistical texts including Applying Statistics in the Courtroom: A New Approach for Attorneys and Expert Witnesses, Chapman Hall, London, 2001. ISBN 1-58488-271-9, and Managers' Guide to the Design and Conduct of Clinical Trials, Wiley, NY, 2002 (2nd edition, 2006).

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