Non parametric mixture of strictly monotone regression models

DOI10.1080/03610926.2017.1303730zbMath1388.62119OpenAlexW2597305752MaRDI QIDQ4638715

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Publication date: 27 April 2018

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

Full work available at URL: https://doi.org/10.1080/03610926.2017.1303730

zbMATH Keywords

EM algorithmnonparametric regressionfinite mixture modelsstrictly monotone regression

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Cites Work

• A simple nonparametric estimator of a strictly monotone regression function
• Semiparametric mixtures of regressions
• A Markov model for switching regressions
• Bootstrap confidence bands for regression curves and their derivatives
• Generalized likelihood ratio statistics and Wilks phenomenon
• Shape constrained smoothing using smoothing splines
• Nonparametric Mixture of Regression Models
• Semiparametric Estimation of Monotone and Concave Utility Functions for Polychotomous Choice Models

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