Provides a unified account of the most popular approaches to
nonparametric regression smoothing. This edition contains
discussions of boundary corrections for trigonometric series
estimators; detailed asymptotics for polynomial regression; testing
goodness-of-fit; estimation in partially linear models; practical
aspects, problems and methods for confidence intervals and bands;
local polynomial regression; and form and asymptotic properties of
linear smoothing splines.
General
| Imprint: |
Crc Press
|
| Country of origin: |
United Kingdom |
| Series: |
Statistics: A Series of Textbooks and Monographs |
| Release date: |
June 2020 |
| First published: |
1999 |
| Authors: |
Randall L. Eubank
|
| Dimensions: |
234 x 156mm (L x W) |
| Format: |
Paperback
|
| Pages: |
360 |
| Edition: |
2nd edition |
| ISBN-13: |
978-0-367-57921-0 |
| Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
|
| LSN: |
0-367-57921-9 |
| Barcode: |
9780367579210 |
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