
Local Regression and Likelihood
by Clive Loader
Format: Paperback
ISBN13: 9781475772586
Paperback|9781475772586
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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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Alibris
Sparks, NV, USA
Print on demand Trade paperback (US). Glued binding. 290 p. Statistics and Computing.
Free delivery by: 30 Mar 2026