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Nonparametric Mixture of Regression Models

Motivated by an analysis of US house price index data, we propose nonparametric finite mixture of regression models. We study the identifiability issue of the proposed models, and develop an estimation procedure by employing kernel regression. We further systematically study the sampling properties...

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Bibliographic Details
Main Authors: Huang, Mian, Li, Runze, Wang, Shaoli
Format: Artigo
Language:Inglês
Published: 2013
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3865811/
https://ncbi.nlm.nih.gov/pubmed/24363475
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.772897
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