Wiley 出版集团2017年8月即将出版的统计学力著： 方差的高等分析

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众所周知， 方差分析是统计学的经典领域，
不同于其他方差专著，
即将出版的本书介绍了方差领域近年来的“奠基性突破”成果。


Advanced Analysis of Variance


Chihiro Hirotsu
ISBN: 978-1-119-30333-6
416 pages
August 2017
Hardcover $125.00

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.

Author Information

Chihiro Hirotsu is a Senior Researcher at the Collaborative Research Center, Meisei

University, and Professor Emeritus at the University of Tokyo. He is a fellow of the

American Statistical Association, an elected member of the International Statistical

Institute, and he has been awarded the Japan Statistical Society Prize (2005) and

the Ouchi Prize (2006). His work has been published in Biometrika, Biometrics, and

Computational Statistics & Data Analysis, among other premier research journals.

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