Works (1)
Updated: July 5th, 2023 15:45
2012 journal article
Shape restricted nonparametric regression with Bernstein polynomials
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 56(9), 2729–2741.
Contributors: n & S. Ghosh n
author keywords: Bernstein polynomials; Convex; Monotone; Nonparametric regression; Shape restriction
TL;DR:
It is shown that the Bernstein polynomial based regression estimators can be obtained as a solution of a constrained least squares method and hence the estimator can be computed efficiently using a quadratic programming algorithm.
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