Advanced Analysis of Variance: 384 (Wiley Series in Probability and Statistics) - Hardcover

Hirotsu, Chihiro

Hardcover

ISBN 10: 1119303338 ISBN 13: 9781119303336

Verlag: John Wiley & Sons Inc, 2017

Inhaltsangabe

 INTRODUCING A REVOLUTIONARY NEW MODEL FOR THE STATISTICAL ANALYSIS OF EXPERIMENTAL DATA IN THIS IMPORTANT BOOK, INTERNATIONALLY ACCLAIMED STATISTICIAN, CHIHIRO HIROTSU, GOES BEYOND CLASSICAL ANALYSIS OF VARIANCE (ANOVA) MODEL TO OFFER A UNIFIED THEORY AND ADVANCED TECHNIQUES FOR THE STATISTICAL ANALYSIS OF EXPERIMENTAL DATA. DR. HIROTSU INTRODUCES THE GROUNDBREAKING CONCEPT OF ADVANCED ANALYSIS OF VARIANCE (AANOVA) AND EXPLAINS HOW THE AANOVA APPROACH EXCEEDS THE LIMITATIONS OF ANOVA METHODS TO ALLOW FOR GLOBAL REASONING UTILIZING SPECIAL METHODS OF SIMULTANEOUS INFERENCE LEADING TO INDIVIDUAL CONCLUSIONS. FOCUSING ON NORMAL, BINOMIAL, AND CATEGORICAL DATA, DR. HIROTSU EXPLORES ANOVA THEORY AND PRACTICE AND REVIEWS CURRENT DEVELOPMENTS IN THE FIELD. HE THEN INTRODUCES THREE NEW ADVANCED APPROACHES, NAMELY: TESTING FOR EQUIVALENCE AND NON–INFERIORITY; SIMULTANEOUS TESTING FOR DIRECTIONAL (MONOTONIC OR RESTRICTED) ALTERNATIVES AND CHANGE–POINT HYPOTHESES; AND ANALYSES EMERGING FROM CATEGORICAL DATA. USING REAL–WORLD EXAMPLES, HE SHOWS HOW THESE THREE RECOGNIZABLE FAMILIES OF PROBLEMS HAVE IMPORTANT APPLICATIONS IN MOST PRACTICAL ACTIVITIES INVOLVING EXPERIMENTAL DATA IN AN ARRAY OF RESEARCH AREAS, INCLUDING BIOEQUIVALENCE, CLINICAL TRIALS, INDUSTRIAL EXPERIMENTS, PHARMACO–STATISTICS, AND QUALITY CONTROL, TO NAME JUST A FEW. WRITTEN IN AN EXPOSITORY STYLE WHICH WILL ENCOURAGE READERS TO EXPLORE APPLICATIONS FOR AANOVA TECHNIQUES IN THEIR OWN RESEARCH FOCUSES ON DEALING WITH REAL DATA, PROVIDING REAL–WORLD EXAMPLES DRAWN FROM THE FIELDS OF STATISTICAL QUALITY CONTROL, CLINICAL TRIALS, AND DRUG TESTING DESCRIBES ADVANCED METHODS DEVELOPED AND REFINED BY THE AUTHOR OVER THE COURSE OF HIS LONG CAREER AS RESEARCH ENGINEER AND STATISTICIAN INTRODUCES ADVANCED TECHNOLOGIES FOR AANOVA DATA ANALYSIS THAT BUILD UPON THE BASIC ANOVA PRINCIPLES AND PRACTICES INTRODUCING A BREAKTHROUGH

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Reseña del editor

Introducing a revolutionary new model for the statistical analysis of experimental data In this important book, internationally acclaimed statistician, Chihiro Hirotsu, goes beyond evolutionary biologist Ronald Fisher s analysis of variance (ANOVA) model to offer a unified theory and advanced techniques for the statistical analysis of experimental data. Dr. Hirotsu introduces the groundbreaking concept of advanced analysis of variance (AANOVA) and explains how the AANOVA approach exceeds the limitations of ANOVA methods to allow for global reasoning utilizing special methods of simultaneous inference leading to individual conclusions. Focusing on normal, binomial, and categorical data, Dr. Hirotsu explores ANOVA theory and practice and reviews current developments in the field. He then introduces three new advanced approaches, namely: testing for equivalence and non-inferiority; simultaneous testing for directional (monotonic or restricted) alternatives and change-point hypotheses; and analyses emerging from categorical data. Using real-world examples, he shows how these three recognizable families of problems have important applications in most practical activities involving experimental data in an array of research areas, including bioequivalence, clinical trials, industrial experiments, pharmaco-statistics, and quality control, to name just a few. * Written in an expository style which will encourage readers to explore applications for AANOVA techniques in their own research * Focuses on dealing with real data, providing real-world examples drawn from the fields of statistical quality control, clinical trials, and drug testing * Describes advanced methods developed and refined by the author over the course of his long career as research engineer and statistician * Introduces advanced technologies for AANOVA data analysis that build upon the basic ANOVA principles and practices Introducing a breakthrough approach to statistical analysis which overcomes the limitations of the ANOVA model, Advanced Analysis of Variance is an indispensable resource for researchers and practitioners working in fields within which the statistical analysis of experimental data is a crucial research component.

Contraportada

Introducing a revolutionary new model for the statistical analysis of experimental data

In this important book, internationally acclaimed statistician, Chihiro Hirotsu, goes beyond classical analysis of variance (ANOVA) model to offer a unified theory and advanced techniques for the statistical analysis of experimental data. Dr. Hirotsu introduces the groundbreaking concept of advanced analysis of variance (AANOVA) and explains how the AANOVA approach exceeds the limitations of ANOVA methods to allow for global reasoning utilizing special methods of simultaneous inference leading to individual conclusions.

Focusing on normal, binomial, and categorical data, Dr. Hirotsu explores ANOVA theory and practice and reviews current developments in the field. He then introduces three new advanced approaches, namely: testing for equivalence and non-inferiority; simultaneous testing for directional (monotonic or restricted) alternatives and change-point hypotheses; and analyses emerging from categorical data. Using real-world examples, he shows how these three recognizable families of problems have important applications in most practical activities involving experimental data in an array of research areas, including bioequivalence, clinical trials, industrial experiments, pharmaco-statistics, and quality control, to name just a few.

• Written in an expository style which will encourage readers to explore applications for AANOVA techniques in their own research
• Focuses on dealing with real data, providing real-world examples drawn from the fields of statistical quality control, clinical trials, and drug testing
• Describes advanced methods developed and refined by the author over the course of his long career as research engineer and statistician
• Introduces advanced technologies for AANOVA data analysis that build upon the basic ANOVA principles and practices

Introducing a breakthrough approach to statistical analysis which overcomes the limitations of the ANOVA model, Advanced Analysis of Variance is an indispensable resource for researchers and practitioners working in fields within which the statistical analysis of experimental data is a crucial research component.

Details zur Ausgabe

• Verlag: John Wiley & Sons Inc
• Erscheinungsdatum: 2017
• ISBN 10: 1119303338
• ISBN 13: 9781119303336
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 432
• Kontakt zum Hersteller: Nicht verfügbar