Work

Uniform almost sure consistency of smoothing spline estimators

Year: 2025

Type: article

Abstract: The smoothing spline estimator minimizes a penalized least squares criterion over functions with square integrable m th-order partial derivatives. We prove it converges almost surely and uniformly over the entire domain as the sample size increases.

Source: Journal of Computational and Applied Mathematics

DOI: 10.1016/j.cam.2025.117185

Author: Eunji Lim

Institution: Adelphi University

Language: English

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: hybrid

Estimated APC paid: $3,250

OpenAlex ID: W4415625638

FWCI:

Cites: 5

Cited by:

Related to: