arXiv Open Access 2009

Large Deviations Theorems in Nonparametric Regression on Functional Data

Mohamed Cherfi

Lihat Sumber

Abstrak

In this paper we prove large deviations principles for the Nadaraya-Watson estimator of the regression of a real-valued variable with a functional covariate. Under suitable conditions, we show pointwise and uniform large deviations theorems with good rate functions.

Topik & Kata Kunci

math.ST

Penulis (1)

Mohamed Cherfi

Format Sitasi

APA MLA BibTeX

Cherfi, M. (2009). Large Deviations Theorems in Nonparametric Regression on Functional Data. https://arxiv.org/abs/0902.3137

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2009
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓