Matches in Harvard for { <http://id.lib.harvard.edu/aleph/004136278/catalog> ?p ?o. }
Showing items 1 to 24 of
24
with 100 items per page.
- catalog abstract ""Over the past 15 years there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method with the aim of showing how it provides a unifying approach to a wide range of smoothing problems. The method allows parametric assumptions to be relaxed both in regression problems and in those approached by generalized linear modelling." "The emphasis throughout is methodological rather than theoretical and concentrates on statistical and computational issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is intended to be largely self-contained, and depends mainly on simple linear algebra and calculus." "This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and others encountering the material for the first time."--BOOK JACKET.".
- catalog contributor b5937640.
- catalog contributor b5937641.
- catalog created "1994.".
- catalog date "1994".
- catalog date "1994.".
- catalog dateCopyrighted "1994.".
- catalog description ""Over the past 15 years there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method with the aim of showing how it provides a unifying approach to a wide range of smoothing problems. The method allows parametric assumptions to be relaxed both in regression problems and in those approached by generalized linear modelling." "The emphasis throughout is methodological rather than theoretical and concentrates on statistical and computational issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is intended to be largely self-contained, and depends mainly on simple linear algebra and calculus." "This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and others encountering the material for the first time."--BOOK JACKET.".
- catalog description "Includes bibliographical references (p. [169]-173) and indexes.".
- catalog extent "ix, 182 p. :".
- catalog identifier "0412300400".
- catalog isPartOf "Monographs on statistics and applied probability ; 58".
- catalog issued "1994".
- catalog issued "1994.".
- catalog language "eng".
- catalog publisher "London ; New York : Chapman & Hall,".
- catalog subject "519.536 20".
- catalog subject "Mathematics.".
- catalog subject "Nonparametric statistics.".
- catalog subject "QA278.2 .G735 1994".
- catalog subject "Regression analysis".
- catalog subject "Regression analysis.".
- catalog title "Nonparametric regression and generalized linear models : a roughness penalty approach / P.J. Green and B.W. Silverman.".
- catalog type "text".