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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...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
2003.
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| Colección: | Cambridge series on statistical and probabilistic mathematics.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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. |
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| Descripción Física: | 1 online resource (xvi, 386 pages) : illustrations |
| Bibliografía: | 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 |