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Details for article 8 of 14 found articles
| Title: |
MDL Mean Function Selection in Semiparametric Kernel Regression Models |
| Author: |
De Gooijer, Jan G. Yuan, Ao |
| Appeared in: |
Communications in statistics |
| Paging: | Volume 37 (2008) nr. 14 pages 2237-2248 |
| Year: |
2008-01 |
| Contents: |
We study the problem of selecting the optimal functional form among a set of non nested, nonlinear mean functions for a semiparametric kernel based regression model. To this end we consider Rissanen's minimum description length (MDL) principle. We prove the consistency of the proposed MDL criterion. Its performance is examined via simulated data sets of univariate and bivariate nonlinear regression models. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 8 of 14 found articles
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