| Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems Contributor(s): Jiang, Jiming (Author) |
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ISBN: 1498700446 ISBN-13: 9781498700443 Publisher: CRC Press OUR PRICE: $114.00 Product Type: Hardcover - Other Formats Published: June 2017 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - General |
| Dewey: 519.54 |
| LCCN: 2017004391 |
| Series: Chapman & Hall/CRC Monographs on Statistics and Applied Prob |
| Physical Information: 272 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account of asymptotic analysis of mixed effects models. The monograph is suitable for researchers and graduate students who wish to learn about asymptotic tools and research problems in mixed effects models. It may also be used as a reference book for a graduate-level course on mixed effects models, or asymptotic analysis. |
