Mixed Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


Mixed Models

简体网页||繁体网页
Demidenko, Eugene 作者
John Wiley & Sons Inc
译者
2004-8 出版日期
736 页数
810.00 元 价格
HRD
丛书系列
9780471601616 图书编码

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发表于2024-11-26


Mixed Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Mixed Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Mixed Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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Mixed Models 在线电子书 图书描述

A rigorous, self--contained examination of mixed model theory and application Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in--depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. Paying special attention to algorithms and their implementations, the book discusses:* Modeling of complex clustered or longitudinal data* Modeling data with multiple sources of variation* Modeling biological variety and heterogeneity* Mixed model as a compromise between the frequentist and Bayesian approaches* Mixed model for the penalized log--likelihood* Healthy Akaike Information Criterion (HAIC)* How to cope with parameter multidimensionality* How to solve ill--posed problems including image reconstruction problems* Modeling of ensemble shapes and images* Statistics of image processing Major results and points of discussion at the end of each chapter along with "Summary Points" sections make this reference not only comprehensive but also highly accessible for professionals and students alike in a broad range of fields such as cancer research, computer science, engineering, and industry.

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