Generalized Additive Models: 43 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Tapa dura

Libro 73 de 110: ISSN

Hastie, T.J.; Tibshirani, R.J.

 
9780412343902: Generalized Additive Models: 43 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Tapa dura
ISBN 10: 0412343908 ISBN 13: 9780412343902
Editorial: Chapman and Hall/CRC, 1990

Sinopsis

This book describes an array of power tools for data analysis that are based on nonparametric regression and smoothing techniques. These methods relax the linear assumption of many standard models and allow analysts to uncover structure in the data that might otherwise have been missed. While McCullagh and Nelder’s Generalized Linear Models shows how to extend the usual linear methodology to cover analysis of a range of data types, Generalized Additive Models enhances this methodology even further by incorporating the flexibility of nonparametric regression. Clear prose, exercises in each chapter, and case studies enhance this popular text.

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Acerca del autor

Hastie, T.J.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
1990
Idioma
Inglés
ISBN 10 
0412343908
ISBN 13 
9780412343902
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
352
Editor
Cox D.R., Reid N., Isham Valerie, Tibshirani R.J., Louis Thomas A., Tong Howell, Keiding Niels
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
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Alemania