Correlated Data Analysis

Correlated Data Analysis pdf epub mobi txt 電子書 下載2025

出版者:Springer
作者:Peter X. -K. Song
出品人:
頁數:368
译者:
出版時間:2007-7-27
價格:GBP 124.00
裝幀:Hardcover
isbn號碼:9780387713922
叢書系列:
圖書標籤:
  • 科普 
  • 社會學 
  • 數據處理 
  • 數據分析 
  •  
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This book covers recent developments in correlated data analysis. It utilizes the class of dispersion models as marginal components in the formulation of joint models for correlated data. This enables the book to cover a broader range of data types than the traditional generalized linear models. The reader is provided with a systematic treatment for the topic of estimating functions, and both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to the discussions on marginal models and mixed-effects models, this book covers new topics on joint regression analysis based on Gaussian copulas.

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