Kniha Robust Diagnostic Regression Analysis Anthony Atkinson

Robust Diagnostic Regression Analysis

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
100.00
This book is about using graphs to understand the relationship between a regression model and the da...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2000
Stránok
328
EAN
9780387950174
ISBN
0387950176
Enbook ID
01384227
Hmotnosť
1470
Rozmery
155 x 235 x 23

Kompletný 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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