Design and analysis of experiments in the health sciences /
Van Belle, Gerald.
Design and analysis of experiments in the health sciences / Gerald van Belle, Kathleen F. Kerr. - 1st ed. - Hoboken, N.J. : Wiley, 2012. - 1 online resource
Includes bibliographical references and index.
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.
"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"--
9781118279694 1118279697 9786613678904 6613678902 9781118279724 1118279727 1280768134 9781280768132
10.1002/9781118279724 Wiley InterScience http://www3.interscience.wiley.com
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.
Electronic books.
R858 / .V36 2012eb
610.72/7
Design and analysis of experiments in the health sciences / Gerald van Belle, Kathleen F. Kerr. - 1st ed. - Hoboken, N.J. : Wiley, 2012. - 1 online resource
Includes bibliographical references and index.
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.
"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"--
9781118279694 1118279697 9786613678904 6613678902 9781118279724 1118279727 1280768134 9781280768132
10.1002/9781118279724 Wiley InterScience http://www3.interscience.wiley.com
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.
Electronic books.
R858 / .V36 2012eb
610.72/7