Nonparametric Regression and Spline Smoothing
Randall L. Eubank
This textbook for a graduate level introductory course on data smoothing covers series estimators, kernel estimators, smoothing splines, and least-squares splines. The new edition deletes most of the asymptotic theory for smoothing splines and smoothing spline variants, and adds order selection for hierarchical models, estimation in partially linear models, polynomial-trigonometric regression, new results on bandwidth selection, and locally linear regression. The first edition was published as (1988).
Kategori:
Tahun:
1999
Edisi:
2nd ed
Penerbit:
Marcel Dekker
Bahasa:
english
Halaman:
356
ISBN 10:
0824793374
ISBN 13:
9780824793371
Nama siri:
Statistics, textbooks and monographs 157
Fail:
DJVU, 2.66 MB
IPFS:
,
english, 1999