Linear regression analysis theory and computing.

This volume presents in detail the fundamental theories of linear regression analysis and diagnosis, as well as the relevant statistical computing techniques so that readers are able to actually model the data using the methods and techniques described in the book. It covers the fundamental theories...

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Bibliographic Details
Main Authors Yan, Xin, Su, Xiao Gang
Format eBook Book
LanguageEnglish
Published New Jersey World Scientific Publishing Co. Pte. Ltd 2009
World Scientific
World Scientific Publishing Company
WORLD SCIENTIFIC
World Scientific Publishing
Subjects
Applied Mathematics
Econometrics
Game Theory
Mathematical Economics
Probability & Statistics
Regression analysis
Regressionsanalyse
SCIENCE
Regression Analysis
Regression Computing
Outlier Detection
Regression Diagnosis
Model Selection
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Summary:This volume presents in detail the fundamental theories of linear regression analysis and diagnosis, as well as the relevant statistical computing techniques so that readers are able to actually model the data using the methods and techniques described in the book. It covers the fundamental theories in linear regression analysis and is extremely useful for future research in this area. The examples of regression analysis using the Statistical Application System (SAS) are also included. This book is suitable for graduate students who are either majoring in statistics/biostatistics or using linear regression analysis substantially in their subject fields.
ISBN:9789812834102
9812834109
9812834117
9789812834119
DOI:10.1142/6986