Smoothing Techniques

Von:

Wolfgang Härdle

Beschreibung

The book is addressed to both the theoretical and applied statistician. It can be used as an undergraduate text. Inhalt I. Density Smoothing.- 1. The Histogram.- 2. Kernel Density Estimation.- 3. Further Density Estimators.- 4. Bandwidth Selection in Practice....

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Beschreibung

The book is addressed to both the theoretical and applied statistician. It can be used as an undergraduate text.

Inhalt
I. Density Smoothing.- 1. The Histogram.- 2. Kernel Density Estimation.- 3. Further Density Estimators.- 4. Bandwidth Selection in Practice.- II. Regression Smoothing.- 5. Nonparametric Regression.- 6. Bandwidth Selection.- 7. Simultaneous Error Bars.- Tables.- Solutions.- List of Used S Commands.- Symbols and Notation.- References.