The Resource Local regression and likelihood, Clive Loader, (electronic resource)

Local regression and likelihood, Clive Loader, (electronic resource)

Label
Local regression and likelihood
Title
Local regression and likelihood
Statement of responsibility
Clive Loader
Creator
Subject
Genre
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Loader, Clive
Dewey number
519.5/36
Illustrations
illustrations
Index
index present
LC call number
QA276.8
LC item number
.L6 1999eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Statistics and computing
http://library.link/vocab/subjectName
  • Regression analysis
  • Estimation theory
  • Analyse de régression
  • Estimation, Théorie de l'
  • MATHEMATICS
  • Estimation theory
  • Regression analysis
Label
Local regression and likelihood, Clive Loader, (electronic resource)
Link
http://dx.doi.org/10.1007/b98858
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Univariate Local Regression -- Multivariate Local Regression -- Local Likelihood Estimation -- Density Estimation -- LOCFIT: Some additional methods Survival and Failure Time Analysis -- Discrimination and Classification -- Goodness of Fit -- Bandwidth Selection -- Adaptive Parameter Choice -- Computational Methods -- Asymptotic Theory
Dimensions
unknown
Extent
1 online resource (xiii, 290 pages)
File format
unknown
Form of item
online
Isbn
9780387227320
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)54848579
  • (OCoLC)ocm54848579
Label
Local regression and likelihood, Clive Loader, (electronic resource)
Link
http://dx.doi.org/10.1007/b98858
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Univariate Local Regression -- Multivariate Local Regression -- Local Likelihood Estimation -- Density Estimation -- LOCFIT: Some additional methods Survival and Failure Time Analysis -- Discrimination and Classification -- Goodness of Fit -- Bandwidth Selection -- Adaptive Parameter Choice -- Computational Methods -- Asymptotic Theory
Dimensions
unknown
Extent
1 online resource (xiii, 290 pages)
File format
unknown
Form of item
online
Isbn
9780387227320
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)54848579
  • (OCoLC)ocm54848579

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