An Introduction To Cochran Mantel Haenszel Testing And Nonparametric Anova

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An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA

Author : J.C.W. Rayner
Publisher : John Wiley & Sons
ISBN 13 : 1119831989
Total Pages : 245 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA by : J.C.W. Rayner

Download or read book An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA written by J.C.W. Rayner and published by John Wiley & Sons. This book was released on 2023-05-15 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA Complete reference for applied statisticians and data analysts that uniquely covers the new statistical methodologies that enable deeper data analysis An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA provides readers with powerful new statistical methodologies that enable deeper data analysis. The book offers applied statisticians an introduction to the latest topics in nonparametrics. The worked examples with supporting R code provide analysts the tools they need to apply these methods to their own problems. Co-authored by an internationally recognised expert in the field and an early career researcher with broad skills including data analysis and R programming, the book discusses key topics such as: NP ANOVA methodology Cochran-Mantel-Haenszel (CMH) methodology and design Latin squares and balanced incomplete block designs Parametric ANOVA F tests for continuous data Nonparametric rank tests (the Kruskal-Wallis and Friedman tests) CMH MS tests for the nonparametric analysis of categorical response data Applied statisticians and data analysts, as well as students and professors in data analysis, can use this book to gain a complete understanding of the modern statistical methodologies that are allowing for deeper data analysis.

An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA

Author : J. C. W. Rayner
Publisher : John Wiley & Sons
ISBN 13 : 1119832004
Total Pages : 245 pages
Book Rating : 4.1/5 (198 download)

DOWNLOAD NOW!

Book Synopsis An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA by : J. C. W. Rayner

Download or read book An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA written by J. C. W. Rayner and published by John Wiley & Sons. This book was released on 2023-02-16 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA Complete reference for applied statisticians and data analysts that uniquely covers the new statistical methodologies that enable deeper data analysis An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA provides readers with powerful new statistical methodologies that enable deeper data analysis. The book offers applied statisticians an introduction to the latest topics in nonparametrics. The worked examples with supporting R code provide analysts the tools they need to apply these methods to their own problems. Co-authored by an internationally recognised expert in the field and an early career researcher with broad skills including data analysis and R programming, the book discusses key topics such as: NP ANOVA methodology Cochran-Mantel-Haenszel (CMH) methodology and design Latin squares and balanced incomplete block designs Parametric ANOVA F tests for continuous data Nonparametric rank tests (the Kruskal-Wallis and Friedman tests) CMH MS tests for the nonparametric analysis of categorical response data Applied statisticians and data analysts, as well as students and professors in data analysis, can use this book to gain a complete understanding of the modern statistical methodologies that are allowing for deeper data analysis.

Author :
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 155 pages
Book Rating : 4.9/5 (772 download)

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Book Synopsis by :

Download or read book written by and published by John Wiley & Sons. This book was released on with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis of Clinical Trials Using SAS

Author : Alex Dmitrienko
Publisher : SAS Institute
ISBN 13 : 1635261449
Total Pages : 455 pages
Book Rating : 4.6/5 (352 download)

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Book Synopsis Analysis of Clinical Trials Using SAS by : Alex Dmitrienko

Download or read book Analysis of Clinical Trials Using SAS written by Alex Dmitrienko and published by SAS Institute. This book was released on 2017-07-17 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis of Clinical Trials Using SAS®: A Practical Guide, Second Edition bridges the gap between modern statistical methodology and real-world clinical trial applications. Tutorial material and step-by-step instructions illustrated with examples from actual trials serve to define relevant statistical approaches, describe their clinical trial applications, and implement the approaches rapidly and efficiently using the power of SAS. Topics reflect the International Conference on Harmonization (ICH) guidelines for the pharmaceutical industry and address important statistical problems encountered in clinical trials. Commonly used methods are covered, including dose-escalation and dose-finding methods that are applied in Phase I and Phase II clinical trials, as well as important trial designs and analysis strategies that are employed in Phase II and Phase III clinical trials, such as multiplicity adjustment, data monitoring, and methods for handling incomplete data. This book also features recommendations from clinical trial experts and a discussion of relevant regulatory guidelines. This new edition includes more examples and case studies, new approaches for addressing statistical problems, and the following new technological updates: SAS procedures used in group sequential trials (PROC SEQDESIGN and PROC SEQTEST) SAS procedures used in repeated measures analysis (PROC GLIMMIX and PROC GEE) macros for implementing a broad range of randomization-based methods in clinical trials, performing complex multiplicity adjustments, and investigating the design and analysis of early phase trials (Phase I dose-escalation trials and Phase II dose-finding trials) Clinical statisticians, research scientists, and graduate students in biostatistics will greatly benefit from the decades of clinical research experience and the ready-to-use SAS macros compiled in this book.

Introduction to Biostatistics

Author : Ronald N. Forthofer
Publisher : Elsevier
ISBN 13 : 1483296741
Total Pages : 586 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Introduction to Biostatistics by : Ronald N. Forthofer

Download or read book Introduction to Biostatistics written by Ronald N. Forthofer and published by Elsevier. This book was released on 2014-05-19 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Biostatistics course is often found in the schools of public Health, medical schools, and, occasionally, in statistics and biology departments. The population of students in these courses is a diverse one, with varying preparedness. Introduction to Biostatistics assumes the reader has at least two years of high school algebra, but no previous exposure to statistics is required. Written for individuals who might be fearful of mathematics, this book minimizes the technical difficulties and emphasizes the importance of statistics in scientific investigation. An understanding of underlying design and analysis is stressed. The limitations of the research, design and analytical techniques are discussed, allowing the reader to accurately interpret results. Real data, both processed and raw, are used extensively in examples and exercises. Statistical computing packages - MINITAB, SAS and Stata - are integrated. The use of the computer and software allows a sharper focus on the concepts, letting the computer do the necessary number-crunching. Emphasizes underlying statistical concepts more than competing texts Focuses on experimental design and analysis, at an elementary level Includes an introduction to linear correlation and regression Statistics are central: probability is downplayed Presents life tables and survival analysis Appendix with solutions to many exercises Special instructor's manual with solution to all exercises

The Clinical Practice of Drug Information

Author : Michael Gabay
Publisher : Jones & Bartlett Publishers
ISBN 13 : 128402623X
Total Pages : 538 pages
Book Rating : 4.2/5 (84 download)

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Book Synopsis The Clinical Practice of Drug Information by : Michael Gabay

Download or read book The Clinical Practice of Drug Information written by Michael Gabay and published by Jones & Bartlett Publishers. This book was released on 2015-03-09 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This resource will educate students and pharmacists on traditional drug information topics while providing an extensive background on more recent practice areas. This is a user-friendly text with multiple examples that can be used in education and training, as well as clinical practice. Each chapter includes learning objectives, key terms, example

An Introduction to Categorical Data Analysis

Author : Alan Agresti
Publisher : John Wiley & Sons
ISBN 13 : 1119405270
Total Pages : 400 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis An Introduction to Categorical Data Analysis by : Alan Agresti

Download or read book An Introduction to Categorical Data Analysis written by Alan Agresti and published by John Wiley & Sons. This book was released on 2018-10-11 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data. Adding to the value in the new edition is: • Illustrations of the use of R software to perform all the analyses in the book • A new chapter on alternative methods for categorical data, including smoothing and regularization methods (such as the lasso), classification methods such as linear discriminant analysis and classification trees, and cluster analysis • New sections in many chapters introducing the Bayesian approach for the methods of that chapter • More than 70 analyses of data sets to illustrate application of the methods, and about 200 exercises, many containing other data sets • An appendix showing how to use SAS, Stata, and SPSS, and an appendix with short solutions to most odd-numbered exercises Written in an applied, nontechnical style, this book illustrates the methods using a wide variety of real data, including medical clinical trials, environmental questions, drug use by teenagers, horseshoe crab mating, basketball shooting, correlates of happiness, and much more. An Introduction to Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.

Handbook

Author : United States. Office of Civil and Defense Mobilization
Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Handbook by : United States. Office of Civil and Defense Mobilization

Download or read book Handbook written by United States. Office of Civil and Defense Mobilization and published by . This book was released on 19?? with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Contingency Table Approach to Nonparametric Testing

Author : J.C.W. Rayner
Publisher : CRC Press
ISBN 13 : 1420035959
Total Pages : 302 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis A Contingency Table Approach to Nonparametric Testing by : J.C.W. Rayner

Download or read book A Contingency Table Approach to Nonparametric Testing written by J.C.W. Rayner and published by CRC Press. This book was released on 2000-12-07 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most texts on nonparametric techniques concentrate on location and linear-linear (correlation) tests, with less emphasis on dispersion effects and linear-quadratic tests. Tests for higher moment effects are virtually ignored. Using a fresh approach, A Contingency Table Approach to Nonparametric Testing unifies and extends the popular, standard test

An Introduction to Nonparametric Statistics

Author : John Edward Kolassa
Publisher : CRC Press
ISBN 13 : 9780429202759
Total Pages : 212 pages
Book Rating : 4.2/5 (27 download)

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Book Synopsis An Introduction to Nonparametric Statistics by : John Edward Kolassa

Download or read book An Introduction to Nonparametric Statistics written by John Edward Kolassa and published by CRC Press. This book was released on 2020 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Nonparametric Statistics presents techniques for statistical analysis in the absence of strong assumptions about the distributions generating the data. Rank-based and resampling techniques are heavily represented, but robust techniques are considered as well. These techniques include one-sample testing and estimation, multi-sample testing and estimation, and regression. Attention is paid to the intellectual development of the field, with a thorough review of bibliographical references. Computational tools, in R and SAS, are developed and illustrated via examples. Exercises designed to reinforce examples are included. Features Rank-based techniques including sign, Kruskal-Wallis, Friedman, Mann-Whitney and Wilcoxon tests are presented Tests are inverted to produce estimates and confidence intervals Multivariate tests are explored Techniques reflecting the dependence of a response variable on explanatory variables are presented Density estimation is explored The bootstrap and jackknife are discussed This text is intended for a graduate student in applied statistics. The course is best taken after an introductory course in statistical methodology, elementary probability, and regression. Mathematical prerequisites include calculus through multivariate differentiation and integration, and, ideally, a course in matrix algebra.

Pharmaceutical Statistics

Author : Sanford Bolton
Publisher : CRC Press
ISBN 13 : 1420074237
Total Pages : 666 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Pharmaceutical Statistics by : Sanford Bolton

Download or read book Pharmaceutical Statistics written by Sanford Bolton and published by CRC Press. This book was released on 2009-12-23 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through the use of practical examples and solutions, Pharmaceutical Statistics: Practical and Clinical Applications, Fifth Edition provides the most complete and comprehensive guide to the various statistical applications and research issues in the pharmaceutical industry, particularly in clinical trials and bioequivalence studies.

Statistical Inference Based on Ranks

Author : Thomas P. Hettmansperger
Publisher :
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.:/5 (44 download)

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Book Synopsis Statistical Inference Based on Ranks by : Thomas P. Hettmansperger

Download or read book Statistical Inference Based on Ranks written by Thomas P. Hettmansperger and published by . This book was released on 1984-07-30 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: A coherent, unified set of statistical methods, based on ranks, for analyzing data resulting from various experimental designs. Uses MINITAB, a statistical computing system for the implementation of the methods. Assesses the statistical and stability properties of the methods through asymptotic efficiency and influence curves and tolerance values. Includes exercises and problems.

Practical Nonparametric Statistics

Author : W. J. Conover
Publisher :
ISBN 13 :
Total Pages : 506 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Practical Nonparametric Statistics by : W. J. Conover

Download or read book Practical Nonparametric Statistics written by W. J. Conover and published by . This book was released on 1980-09-17 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability theory; Statistical inference; Some tests based on the binomial distribution; Contingency tables; Some methods based on ranks; Statistics of the koolmogorov-smirnov type.

Biometry

Author : Robert R. Sokal
Publisher : Macmillan
ISBN 13 : 9780716724117
Total Pages : 918 pages
Book Rating : 4.7/5 (241 download)

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Book Synopsis Biometry by : Robert R. Sokal

Download or read book Biometry written by Robert R. Sokal and published by Macmillan. This book was released on 1995 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers students with little background in statistical analysis an introduction to a variety of statistical concepts and methods. In addition to the incorporation of computer calculation, this new edition expands on a number of important topics, including the revised Kolmogrov-Smirnov test.

Statistical Reasoning in the Behavioral Sciences

Author : Bruce M. King
Publisher : John Wiley & Sons
ISBN 13 : 1119379733
Total Pages : 976 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Statistical Reasoning in the Behavioral Sciences by : Bruce M. King

Download or read book Statistical Reasoning in the Behavioral Sciences written by Bruce M. King and published by John Wiley & Sons. This book was released on 2018-04-24 with total page 976 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cited by more than 300 scholars, Statistical Reasoning in the Behavioral Sciences continues to provide streamlined resources and easy-to-understand information on statistics in the behavioral sciences and related fields, including psychology, education, human resources management, and sociology. Students and professionals in the behavioral sciences will develop an understanding of statistical logic and procedures, the properties of statistical devices, and the importance of the assumptions underlying statistical tools. This revised and updated edition continues to follow the recommendations of the APA Task Force on Statistical Inference and greatly expands the information on testing hypotheses about single means. The Seventh Edition moves from a focus on the use of computers in statistics to a more precise look at statistical software. The “Point of Controversy” feature embedded throughout the text provides current discussions of exciting and hotly debated topics in the field. Readers will appreciate how the comprehensive graphs, tables, cartoons and photographs lend vibrancy to all of the material covered in the text.

Sensory Evaluation of Food

Author : Michael O'Mahony
Publisher : Routledge
ISBN 13 : 1351416898
Total Pages : 465 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Sensory Evaluation of Food by : Michael O'Mahony

Download or read book Sensory Evaluation of Food written by Michael O'Mahony and published by Routledge. This book was released on 2017-11-22 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensory Evaluation of Food: Statistical Methods and Procedure covers all of the basic techniques of sensory testing, from simple discrimination tests to home use placements for consumers. Providing a practical guide to how tests are conducted, the book explores the fundamental psychological and statistical theories that form the basis and rationale for sensory test design. It also demonstrates how statistics used in sensory evaluation can be applied in integrated applications in the context of appropriate sensory methods, as well as in stand-alone material in appendices. Offering a balanced view of diverse approaches, this is an essential guide for industry professionals and students.

Categorical Statistics for Communication Research

Author : Bryan E. Denham
Publisher : John Wiley & Sons
ISBN 13 : 1118927079
Total Pages : 296 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Categorical Statistics for Communication Research by : Bryan E. Denham

Download or read book Categorical Statistics for Communication Research written by Bryan E. Denham and published by John Wiley & Sons. This book was released on 2016-12-12 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Categorical Statistics for CommunicationResearch presents scholars with a discipline-specific guide to categorical data analysis. The text blends necessary background information and formulas for statistical procedures with data analyses illustrating techniques such as log- linear modeling and logistic regression analysis. Provides techniques for analyzing categorical data from a communication studies perspective Provides an accessible presentation of techniques for analyzing categorical data for communication scholars and other social scientists working at the advanced undergraduate and graduate teaching levels Illustrated with examples from different types of communication research such as health, political and sports communication and entertainment Includes exercises at the end of each chapter and a companion website containing exercise answers and chapter-by-chapter PowerPoint slides