𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Local linear kernel estimation of the discontinuous regression function

✍ Scribed by I. R. Sánchez-Borrego; M. D. Martínez-Miranda; A. González-Carmona


Publisher
Springer
Year
2006
Tongue
English
Weight
918 KB
Volume
21
Category
Article
ISSN
0943-4062

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Local linear regression estimation of th
✍ Pilar H. Garcı́a-Soidán; Wenceslao González-Manteiga; Manuel Febrero-Bande 📂 Article 📅 2003 🏛 Elsevier Science 🌐 English ⚖ 242 KB

In this work, we introduce the local linear semivariogram. Several properties of this estimator are established and compared with those of the Nadaraya-Watson semivariogram. Finally, an adaptation of Shapiro and Botha's ÿt is applied to produce a valid estimator.

Estimation of regression functions with
✍ J. Huh; K.C. Carrière 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 166 KB

We consider an estimation strategy for regression functions which may have discontinuity=change point in the derivative functions at an unknown location. First, we propose methods of estimation for the location and the jump size of the change point via the local polynomial ÿtting based on a kernel w