| Document Type
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BL
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| Record Number
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656937
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| Doc. No
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dltt
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| Main Entry
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Van Belle, Gerald.
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| Title & Author
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Design and analysis of experiments in the health sciences /\ Gerald van Belle, Kathleen F. Kerr.
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| Edition Statement
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1st ed
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1st ed
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| Page. NO
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1 online resource
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| ISBN
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9781118279694 (electronic bk.)
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: 1118279697 (electronic bk.)
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9780470127278
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0470127279
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: 9786613678904
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: 6613678902
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: 9781118279724 (electronic bk.)
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: 1118279727 (electronic bk.)
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: 1280768134
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: 9781280768132
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Design and Analysis of Experiments in the Health Sciences; Contents; Preface; 1 The Basics; 1.1 Four Basic Questions; 1.2 Variation; 1.3 Principles of Design and Analysis; 1.4 Experiments and Observational Studies; 1.5 Illustrative Applications of Principles; 1.6 Experiments in the Health Sciences; 1.7 Adaptive Allocation; 1.7.1 Equidistribution; 1.7.2 Adaptive Allocation Techniques; 1.8 Sample Size Calculations; 1.9 Statistical Models for the Data; 1.10 Analysis and Presentation; 1.10.1 Graph the Data in Several Ways; 1.10.2 Assess Assumptions of the Statistical Model
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| Abstract
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"This volume provides technical professionals and students with three uniquely integrative enhancements to the study of predictive modeling not typically found in data-mining books: an applied approach, immediate practice using Microsoft Excel, and easy-to-use access to multiple online model-building tools. Since actual datasets are employed, users deal with real-life modeling issues and situations such as handling missing values, applying variable transformations, and addressing outliers, among others. An easy-to-learn Microsoft Excel add-in (Predictive MinerXL) and all applicable datasets are available for free on an associated Web site"--
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| Subject
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Medical informatics.
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| Subject
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Medical sciences-- Statistical methods.
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| Subject
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Experimental design.
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Research Design.
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| Subject
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Statistics as Topic.
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| Dewey Classification
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610.72/7
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| LC Classification
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R858.V36 2012eb
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| Added Entry
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Kerr, Kathleen F.,1970-
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| Added Entry
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Ohio Library and Information Network.
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Wiley Online Library (Online service)
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