9781475772586

Local Regression and Likelihood

Format: Paperback

ISBN13: 9781475772586

Paperback|9781475772586


Overview

Separation of signal from noise is the most fundamental problem in data analysis, and arises in many fields, for example, signal processing, econometrics, acturial science, and geostatistics. This book introduces the local regression method in univariate and multivariate settings, and extensions to local likelihood and density estimation. Basic theoretical results and diagnostic tools such as cross validation are introduced along the way. Examples illustrate the implementation of the methods using the LOCFIT software.

ISBN-13

9781475772586

ISBN-10

1475772580

Weight

0.96 Pounds

Dimensions

6.10 x 0.70 x 9.25 In

List Price

$179.99

Edition

1st Edition

Format

Paperback

Language

English

Pages

xiv, 290 pages

Publisher

Springer

Published On

2013-09-11



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