Robust Diagnostic Regression Analysis |
 enlarge | Authors: Anthony Atkinson, Marco Riani
Publisher: Springer
Category: Book
List Price: $94.00
Buy New: $55.00
You Save: $39.00 (41%)
New (17) Used (8) from $55.00
Sales Rank: 1878037
Media: Hardcover
Edition: 1
Pages: 327
Number Of Items: 1
Shipping Weight (lbs): 1.3
Dimensions (in): 9.4 x 6 x 0.7
ISBN: 0387950176
Dewey Decimal Number: 519.536
EAN: 9780387950174
Publication Date: August 11, 2000
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Condition: new Springer Publishers 2000 (copyright date) hardcover, as issued - ISBN 0 387 95017 6 - clean and tight, with unmarked pages
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Product Description
This book is about using graphs to understand the relationship between a regression model and the data to which it is fitted. Because of the new way in which models are fitted, for example by least squares, we can lose information about the effect of individual observations on inferences about the form and parameters of the model. The methods developed in this book reveal how the fitted regression model depends on individual observations and on groups of observations. Robust procedures can sometimes reveal this structure, but downweight or discard some observations. The novelty in this book is to combine robustness and a "forward" search through the data with regression diagnostics and computer graphics.
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