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portada Bayesian Methods for Nonlinear Classification and Regression
Type
Physical Book
Author
Publisher
Year
2002
Language
English
Pages
296
Format
Hardcover
Dimensions
23.7 x 15.8 x 2.3 cm
Weight
0.60 kg.
ISBN
0471490369
ISBN13
9780471490364
Edition No.
1
Categories

Bayesian Methods for Nonlinear Classification and Regression

Bani K. Mallick (Author) · David G. T. Denison (Author) · Christopher C. Holmes (Author) · Wiley · Hardcover

Bayesian Methods for Nonlinear Classification and Regression - Denison, David G. T. ; Holmes, Christopher C. ; Mallick, Bani K.

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Synopsis "Bayesian Methods for Nonlinear Classification and Regression "

Bei der Regressionsanalyse von Datenmaterial erhält man leider selten lineare oder andere einfache Zusammenhänge (parametrische Modelle). Dieses Buch hilft Ihnen, auch komplexere, nichtparametrische Modelle zu verstehen und zu beherrschen. Stärken und Schwächen jedes einzelnen Modells werden durch die Anwendung auf Standarddatensätze demonstriert. Verbreitete nichtparametrische Modelle werden mit Hilfe von Bayes-Verfahren in einen kohärenten wahrscheinlichkeitstheoretischen Zusammenhang gebracht.

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