Description: Robust Mixed Model Analysis, Hardcover by Jiang, Jiming, ISBN 9814733830, ISBN-13 9789814733830, Brand New, Free shipping in the US Mixed-effects models have found broad applications in various fields. As a result, the interest in learning and using these models is rapidly growing. On the other hand, some of these models, such as the linear mixed models and generalized linear mixed models, are highly parametric, involving distributional assumptions that may not be satisfied in real-life problems. Therefore, it is important, from a practical standpoint, that the methods of inference about these models are robust to violation of model assumptions. Fortunately, there is a full scale of methods currently available that are robust in certain aspects. Learning about these methods is essential for the practice of mixed-effects research monograph provides a comprehensive account of methods of mixed model analysis that are robust in various aspects, such as violation of model assumptions, or to outliers. It is also suitable as a referenc for a practitioner who uses the mixed-effects models, a researcher who studies these models, or as a graduate text for a course on mixed-effects models and their applications.
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Book Title: Robust Mixed Model Analysis
Number of Pages: 220 Pages
Language: English
Publication Name: Robust Mixed Model Analysis
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Probability & Statistics / Multivariate Analysis, Probability & Statistics / General, Applied, Research & Methodology
Publication Year: 2016
Item Weight: 0 Oz
Type: Textbook
Subject Area: Mathematics, Science
Author: Jiming Jiang
Format: Hardcover
