Semiparametric regression /:

Semiparametric regression is concerned with the flexible incorporation of non-linear functional relationships in regression analyses. Any application area that benefits from regression analysis can also benefit from semiparametric regression. Assuming only a basic familiarity with ordinary parametri...

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Bibliographische Detailangaben
Hauptverfasser: Ruppert, David, 1948- (VerfasserIn), Wand, M. P. (Matt P.) (VerfasserIn), Carroll, Raymond J. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cambridge ; New York : Cambridge University Press, 2003.
Schriftenreihe:Cambridge series on statistical and probabilistic mathematics.
Schlagworte:
Online-Zugang:Volltext
Zusammenfassung:Semiparametric regression is concerned with the flexible incorporation of non-linear functional relationships in regression analyses. Any application area that benefits from regression analysis can also benefit from semiparametric regression. Assuming only a basic familiarity with ordinary parametric regression, this user-friendly book explains the techniques and benefits of semiparametric regression in a concise and modular fashion. The authors make liberal use of graphics and examples plus case studies taken from environmental, financial, and other applications. They include practical advice on implementation and pointers to relevant software. The 2003 book is suitable as a textbook for students with little background in regression as well as a reference book for statistically oriented scientists such as biostatisticians, econometricians, quantitative social scientists, epidemiologists, with a good working knowledge of regression and the desire to begin using more flexible semiparametric models. Even experts on semiparametric regression should find something new here.
Beschreibung:1 online resource (xvi, 386 pages) : illustrations.
Bibliographie:Includes bibliographical references (pages 361-374) and indexes.
ISBN:9780511066832
051106683X
9780511755453
0511755457
9780511203435
0511203438
9780511060526
0511060521
1107129028
9781107129023
1280417900
9781280417900
9786610417902
6610417903
0511179480
9780511179488
0511323794
9780511323799
0511068964
9780511068966

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