Smoothing Splines: Methods and Applications: 121 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Tapa dura

Libro 36 de 110: ISSN

Wang, Yuedong

 
9781420077551: Smoothing Splines: Methods and Applications: 121 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Tapa dura
ISBN 10: 1420077554 ISBN 13: 9781420077551
Editorial: Chapman and Hall/CRC, 2011

Sinopsis

With many real-world examples, this book shows how to apply the powerful methods of smoothing splines in practice. It covers basic smoothing spline models as well as more advanced models, such as spline smoothing with correlated random errors. It also presents methods for model selection and inference. The author makes the advanced smoothing spline methodology based on reproducing kernel Hilbert space (RKHS) accessible to practitioners and students by keeping theory to a minimum. R is used throughout to implement the methods, with code available for download on the book’s web page.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Yuedong Wang is a professor and the chair of the Department of Statistics and Applied Probability at the University of California–Santa Barbara. Dr. Wang is an elected fellow of the ASA and ISI, a fellow of the RSS, and a member of IMS, IBS, and ICSA. His research covers the development of statistical methodology and its applications.

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

Editorial
Chapman and Hall/CRC
Año de publicación
2011
Idioma
Inglés
ISBN 10 
1420077554
ISBN 13 
9781420077551
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
394
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781032477626: Smoothing Splines: Methods and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Edición Destacada

ISBN 10:  1032477628 ISBN 13:  9781032477626
Editorial: Chapman and Hall/CRC, 2023
Tapa blanda