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Local Regression and Likelihood
Language
English
English
Book
Hardback
Separation of signal from noise is the most fundamental problem in data analysis, and arises in many...
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Libristo code: 01385633
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Separation of signal from noise is the most fundamental problem in data analysis, and arises in many fields, for example, signal processing, econometrics, acturial science, and geostatistics. This book introduces the local regression method in univariate and multivariate settings, and extensions to local likelihood and density estimation. Basic theoretical results and diagnostic tools such as cross validation are introduced along the way. Examples illustrate the implementation of the methods using the LOCFIT software.
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About the book
Full name
Local Regression and Likelihood
Author
Clive Loader
Language
English
English
Binding
Book - Hardback
Date of issue
1999
Number of pages
290
EAN
9780387987750
ISBN
0387987754
Libristo code
01385633
Publishers
Springer-Verlag New York Inc.
Weight
1350
Dimensions
156 x 234 x 22
Categories
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