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.

By: J. Wang n & S. Ghosh n

Contributors: J. Wang 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. (via Semantic Scholar)
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Added: August 6, 2018

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