Robust Mixed Model Analysis
Jiming Jiang
Reading Time
at 250 WPM4h 30m
The average reader, reading at a speed of 250 WPM, would take 4h 30m to read Robust Mixed Model Analysis.
Personalise your estimate by entering your reading speed below
Test my reading speedEnter speed in words per minute
9
days at 30 min/day
270
total minutes
Robust Mixed Model Analysis
by Jiming Jiang
Published
8 May 2019
Publisher
World Scientific Publishing Co Pte Ltd
Pages
270
ISBN-13
9789814733830
ISBN-10
9814733830
Description
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 models. This 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 reference book 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.
Subjects
Multivariate data analysis
Statistical analysis for decision making
Multivariate statistical methods
Theory and application of the linear model
Using multivariate statistics
Applied regression analysis and other multivariable methods
Frequently Asked Questions
How many pages are in Robust Mixed Model Analysis?
This edition of Robust Mixed Model Analysis has approximately 270 pages. Please note, this is an estimate and the exact page count can vary between hardcover, paperback, and e-book versions.
How long does it take to read Robust Mixed Model Analysis?
For most readers, Robust Mixed Model Analysis typically takes between 5h 38m and 3h 45m to complete. This is based on the book's length of approximately 67,500 words and common reading speeds.
Here's a detailed breakdown: • Continuous reading at 250 WPM: approximately 4h 30m of focused reading • Casual reading (30 minutes/day): you could finish in roughly 9 days • Estimated word count: 67,500 words
Your individual reading time will vary based on your personal reading pace, the amount of daily reading time, and your familiarity with the subject matter.
What is the word count of Robust Mixed Model Analysis?
The estimated word count for Robust Mixed Model Analysis is approximately 67,500 words. This figure is calculated using industry-standard methods that consider genre-specific word density patterns, typical formatting and layout characteristics, and standard words-per-page ratios for published books.
This is an approximation — actual word count may vary based on font size, formatting, edition, and the presence of illustrations or charts.
Who is the author of Robust Mixed Model Analysis?
Robust Mixed Model Analysis was written by Jiming Jiang.
When was Robust Mixed Model Analysis published?
The publication date for this specific edition is 8 May 2019. The original work may have been published on a different date.