Titlebook: Mixed-Effects Models and Small Area Estimation; Shonosuke Sugasawa,Tatsuya Kubokawa Book 2023 The Author(s), under exclusive license to Sp

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Mixed-Effects Models and Small Area Estimation978-981-19-9486-9Series ISSN 2191-544X Series E-ISSN 2191-5458

Consensus

Shonosuke Sugasawa,Tatsuya KubokawaIntroduces not only classical theory of mixed-effects models but also recently proposed techniques.Explains in detail self-contained theory and methods of mixed-effects models adopted in small area.Il

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2191-544X om frequentist to Bayesian approaches. This book is helpful for researchers and graduate students in fields requiring data analysis skills as well as in mathematical statistics..978-981-19-9485-2978-981-19-9486-9Series ISSN 2191-544X Series E-ISSN 2191-5458

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2191-544X and methods of mixed-effects models adopted in small area.Il.This book provides a self-contained introduction of mixed-effects models and small area estimation techniques. In particular, it focuses on both introducing classical theory and reviewing the latest methods. First, basic issues of mixed-ef

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Book 2023oducing classical theory and reviewing the latest methods. First, basic issues of mixed-effects models, such as parameter estimation, random effects prediction, variable selection, and asymptotic theory, are introduced. Standard mixed-effects models used in small area estimation, known as the Fay-He

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The Moral Question: Interacting with Traditional Values,y (in a procedural or substantive perception), justice (on a distributive or attributive perception), dignity and meritocracy and, reasonably enough, the principle of equality itself. The inner relationship between affirmative action and equality is a key-element for the better understanding and imp