Robust Diagnostic Regression Analysis

Name: Robust Diagnostic Regression Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9780387950174
Price: 2286 CZK
Availability: InStock

Autor: Anthony Atkinson, Marco Riani

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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2 286 Kč

This book is about using graphs to understand the relationship between a regression model and the da...

Informace o knize

Autor

Anthony Atkinson, Marco Riani

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2000

Stránek

328

EAN

9780387950174

ISBN

0387950176

Enbook ID

01384227

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

1470

Rozměry

155 x 235 x 23

Kompletní popis

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 parametersof 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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Robust Diagnostic Regression Analysis

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Kompletní popis

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