Robust Diagnostic Regression Analysis
Softcover reprint of the original 1st ed. 2000
Book Details
Format
Paperback / Softback
Book Series
Springer Series in Statistics
ISBN-10
1461270278
ISBN-13
9781461270270
Edition
Softcover reprint of the original 1st ed. 2000
Publisher
Springer-Verlag New York Inc.
Imprint
Springer-Verlag New York Inc.
Country of Manufacture
US
Country of Publication
GB
Publication Date
Oct 23rd, 2012
Print length
328 Pages
Product Classification:
Probability & statisticsProbability and statisticsStochastics
Ksh 16,200.00
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This book is about using graphs to understand the relationship between a regression model and the data to which it is fitted. The methods developed in this book reveal how the fitted regression model depends on individual observations and on groups of observations.
Graphs are used to understand the relationship between a regression model and the data to which it is fitted. The authors develop new, highly informative graphs for the analysis of regression data and for the detection of model inadequacies. As well as illustrating new procedures, the authors develop the theory of the models used, particularly for generalized linear models. The book provides statisticians and scientists with a new set of tools for data analysis. Software to produce the plots is available on the authors website.
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