Name
Abstract | ||
|---|---|---|
In this article, the partially linear single-index models are discussed based on smoothing spline and average derivative estimation method. This proposed technique consists of two stages: one is to estimate the vector parameter in the linear part using the smoothing cubic spline method, simultaneously, obtaining the estimator of unknown single-index function; the other is to estimate the single-index coefficients in the single-index part by the using average derivative estimator procedure. Some simulated and real examples are presented to illustrate the performance of this method. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1080/03610918.2010.526735 | COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION |
Keywords | DocType | Volume |
Average derivative estimate,Partially linear single-index models,Smoothing spline | Journal | 39 |
Issue | ISSN | Citations |
10 | 0361-0918 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Bartholomew Leung | 1 | 0 | 0.68 |
| Heung Wong | 2 | 80 | 22.74 |
| Riquan Zhang | 3 | 52 | 21.55 |
| Shengtong Han | 4 | 0 | 0.34 |