On estimating the Bernoulli regression function using Bernstein polynomials

DOI10.1080/03610926.2019.1709872OpenAlexW3003947049MaRDI QIDQ5078877

Elizbar A. Nadaraya, Petre K. Babilua

Publication date: 25 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2019.1709872

zbMATH Keywords

consistencyBernstein polynomialpower of testone-sided alternativesBernoulli regression function

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Statistics (62-XX)

Cites Work

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• On the square-integrable measure of the divergence of two nuclear estimations of the Bernoulli regression functions
• Nonparametric curve estimation. Methods, theory, and applications
• Bootstrapping a nonparametric polytomous regression model
• On estimating distribution functions using Bernstein polynomials
• About the Nonparametric Estimation of the Bernoulli Regression
• Estimation of the odds-ratio in an observational study using bandwidth-matching
• Weighted kernel estimators in nonparametric binomial regression

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