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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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.

Categorical Statistics for Communication Research

Author : Bryan E. Denham
Publisher : John Wiley & Sons
ISBN 13 : 1118927095
Total Pages : 290 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 2016-10-17 with total page 290 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

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

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.

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

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.

Quantifying the User Experience

Author : Jeff Sauro
Publisher : Morgan Kaufmann
ISBN 13 : 0128025484
Total Pages : 374 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Quantifying the User Experience by : Jeff Sauro

Download or read book Quantifying the User Experience written by Jeff Sauro and published by Morgan Kaufmann. This book was released on 2016-07-12 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantifying the User Experience: Practical Statistics for User Research, Second Edition, provides practitioners and researchers with the information they need to confidently quantify, qualify, and justify their data. The book presents a practical guide on how to use statistics to solve common quantitative problems that arise in user research. It addresses questions users face every day, including, Is the current product more usable than our competition? Can we be sure at least 70% of users can complete the task on their first attempt? How long will it take users to purchase products on the website? This book provides a foundation for statistical theories and the best practices needed to apply them. The authors draw on decades of statistical literature from human factors, industrial engineering, and psychology, as well as their own published research, providing both concrete solutions (Excel formulas and links to their own web-calculators), along with an engaging discussion on the statistical reasons why tests work and how to effectively communicate results. Throughout this new edition, users will find updates on standardized usability questionnaires, a new chapter on general linear modeling (correlation, regression, and analysis of variance), with updated examples and case studies throughout. Completely updated to provide practical guidance on solving usability testing problems with statistics for any project, including those using Six Sigma practices Includes new and revised information on standardized usability questionnaires Includes a completely new chapter introducing correlation, regression, and analysis of variance Shows practitioners which test to use, why they work, and best practices for application, along with easy-to-use Excel formulas and web-calculators for analyzing data Recommends ways for researchers and practitioners to communicate results to stakeholders in plain English

Statistical Reasoning in the Behavioral Sciences

Author : Bruce M. King
Publisher : Wiley Global Education
ISBN 13 : 1119379903
Total Pages : 488 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 Wiley Global Education. This book was released on 2018-05-14 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 49 years, Statistical Reasoning in the Behavioral Sciences has provided students and professionals in psychology, education, sociology, human resources management, and related fields with a comprehensive understanding of statistical logic and procedures. Now in its Seventh Edition, this revised and updated text offers streamlined coverage based on current research and practices to help students master statistical devices and their underlying assumptions. Statistical procedures are introduced first through a description of their essential logic, then demonstrated using raw data and hand calculations to reinforce central ideas; SPSS tutorials are then used to confirm results, allowing students to master this powerful software package while developing a solid understanding of each problem’s underlying mechanisms. Coverage of current issues highlights the field’s dynamic evolution, while conversational discussion relates statistics to experimental design and what happens when strict statistical theory merges with real-world data. Cited by researchers nearly 1,000 times over the years, this book presents essential statistical concepts in a user-friendly format that eases teaching and learning while facilitating long-term retention.

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.

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.

Categorical Statistics for Communication Research

Author : Bryan E. Denham
Publisher : John Wiley & Sons
ISBN 13 : 1118927079
Total Pages : 301 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 301 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

Biostatistics

Author : Wayne W. Daniel
Publisher : Wiley
ISBN 13 : 1119282373
Total Pages : 720 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Biostatistics by : Wayne W. Daniel

Download or read book Biostatistics written by Wayne W. Daniel and published by Wiley. This book was released on 2018-11-13 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability to analyze and interpret enormous amounts of data has become a prerequisite for success in allied healthcare and the health sciences. Now in its 11th edition, Biostatistics: A Foundation for Analysis in the Health Sciences continues to offer in-depth guidance toward biostatistical concepts, techniques, and practical applications in the modern healthcare setting. Comprehensive in scope yet detailed in coverage, this text helps students understand—and appropriately use—probability distributions, sampling distributions, estimation, hypothesis testing, variance analysis, regression, correlation analysis, and other statistical tools fundamental to the science and practice of medicine. Clearly-defined pedagogical tools help students stay up-to-date on new material, and an emphasis on statistical software allows faster, more accurate calculation while putting the focus on the underlying concepts rather than the math. Students develop highly relevant skills in inferential and differential statistical techniques, equipping them with the ability to organize, summarize, and interpret large bodies of data. Suitable for both graduate and advanced undergraduate coursework, this text retains the rigor required for use as a professional reference.

Nonparametric Statistical Inference

Author : Jean Dickinson Gibbons
Publisher : CRC Press
ISBN 13 : 1439896127
Total Pages : 652 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Nonparametric Statistical Inference by : Jean Dickinson Gibbons

Download or read book Nonparametric Statistical Inference written by Jean Dickinson Gibbons and published by CRC Press. This book was released on 2010-07-26 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proven Material for a Course on the Introduction to the Theory and/or on the Applications of Classical Nonparametric Methods Since its first publication in 1971, Nonparametric Statistical Inference has been widely regarded as the source for learning about nonparametric statistics. The fifth edition carries on this tradition while thoroughly revising at least 50 percent of the material. New to the Fifth Edition Updated and revised contents based on recent journal articles in the literature A new section in the chapter on goodness-of-fit tests A new chapter that offers practical guidance on how to choose among the various nonparametric procedures covered Additional problems and examples Improved computer figures This classic, best-selling statistics book continues to cover the most commonly used nonparametric procedures. The authors carefully state the assumptions, develop the theory behind the procedures, and illustrate the techniques using realistic research examples from the social, behavioral, and life sciences. For most procedures, they present the tests of hypotheses, confidence interval estimation, sample size determination, power, and comparisons of other relevant procedures. The text also gives examples of computer applications based on Minitab, SAS, and StatXact and compares these examples with corresponding hand calculations. The appendix includes a collection of tables required for solving the data-oriented problems. Nonparametric Statistical Inference, Fifth Edition provides in-depth yet accessible coverage of the theory and methods of nonparametric statistical inference procedures. It takes a practical approach that draws on scores of examples and problems and minimizes the theorem-proof format. Jean Dickinson Gibbons was recently interviewed regarding her generous pledge to Virginia Tech.