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文件名:  2009-Linear Regression Analysis Theory and Computing.pdf
资料下载链接地址: https://bbs.pinggu.org/a-444152.html
附件大小:
Product Details
  • Hardcover: 348 pages
  • Publisher: World Scientific Publishing Company (June 5, 2009)
  • Language: English
  • ISBN-10: 9812834109
  • ISBN-13: 978-9812834102
  • Product Dimensions: 9 x 6.1 x 1 inches
This volume presents in detail the fundamental theories of linearregression analysis and diagnosis, as well as the relevant statisticalcomputing techniques so that readers are able to actually model thedata using the methods and techniques described in the book. It coversthe fundamental theories in linear regression analysis and is extremelyuseful for future research in this area. The examples of regressionanalysis using the Statistical Application System (SAS) are alsoincluded. This book is suitable for graduate students who are eithermajoring in statistics/biostatistics or using linear regressionanalysis substantially in their subject fields.
  • Introduction
  • Simple Linear Regression
  • Multiple Linear Regression
  • Detection of Outliers and Influential Observations in Multiple Linear Regression
  • Model Selection
  • Model Diagnostics
  • Extensions of Least Squares
  • Generalized Linear Models
  • Bayesian Linear Regression


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