Van Belle, Gerald. creator Kerr, Kathleen F. 1970- text bibliography Electronic books. nju Hoboken, N.J Wiley 2012 1st ed. monographic eng

electronic resource

1 online resource "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"-- 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. Gerald van Belle, Kathleen F. Kerr. Includes bibliographical references and index. Medical informatics Medical sciences Statistical methods Experimental design Research Design Statistics as Topic MATHEMATICS Probability & Statistics General MEDICAL Biostatistics Experimental design Medical informatics Medical sciences Statistical methods R858 .V36 2012eb 610.72/7 MAT029000 Van Belle, Gerald. Hoboken, N.J. : Wiley, 2012 1st ed. (DLC) 2011044306 (OCoLC)768417855 9781118279694 1118279697 9786613678904 6613678902 9781118279724 1118279727 1280768134 9781280768132 10.1002/9781118279724 Wiley InterScience http://onlinelibrary.wiley.com/book/10.1002/9781118279724 http://onlinelibrary.wiley.com/book/10.1002/9781118279724 N$T 120626 20171114090156.0 ocn796796332 eng