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Sup–Hellinger consistency for local density regression

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Sup–Hellinger consistency for local density regression. / Xiang, Fei; Walker, Stephen G.
In: Communications in Statistics - Theory and Methods, Vol. 45, No. 5, 03.2016, p. 1329-1344.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Xiang, F & Walker, SG 2016, 'Sup–Hellinger consistency for local density regression', Communications in Statistics - Theory and Methods, vol. 45, no. 5, pp. 1329-1344. https://doi.org/10.1080/03610926.2013.863927

APA

Xiang, F., & Walker, S. G. (2016). Sup–Hellinger consistency for local density regression. Communications in Statistics - Theory and Methods, 45(5), 1329-1344. https://doi.org/10.1080/03610926.2013.863927

Vancouver

Xiang F, Walker SG. Sup–Hellinger consistency for local density regression. Communications in Statistics - Theory and Methods. 2016 Mar;45(5):1329-1344. Epub 2015 Apr 15. doi: 10.1080/03610926.2013.863927

Author

Xiang, Fei ; Walker, Stephen G. / Sup–Hellinger consistency for local density regression. In: Communications in Statistics - Theory and Methods. 2016 ; Vol. 45, No. 5. pp. 1329-1344.

Bibtex

@article{1c523ec728f640f6be84d0c38811a388,
title = "Sup–Hellinger consistency for local density regression",
abstract = "This article studies the consistency of a local density regression model under a supremum Hellinger distance. Such model applies a piecewise structure where a mixture of Dirichlet process model (MDP) is assigned as the fixed density on each piece. The piecewise construction is a straightforward way to establish sup–Hellinger consistency in a regression settings. A specific piecewise density example is presented in a simulation study.",
author = "Fei Xiang and Walker, {Stephen G.}",
year = "2016",
month = mar,
doi = "10.1080/03610926.2013.863927",
language = "English",
volume = "45",
pages = "1329--1344",
journal = "Communications in Statistics - Theory and Methods",
issn = "0361-0926",
publisher = "Taylor and Francis Ltd.",
number = "5",

}

RIS

TY - JOUR

T1 - Sup–Hellinger consistency for local density regression

AU - Xiang, Fei

AU - Walker, Stephen G.

PY - 2016/3

Y1 - 2016/3

N2 - This article studies the consistency of a local density regression model under a supremum Hellinger distance. Such model applies a piecewise structure where a mixture of Dirichlet process model (MDP) is assigned as the fixed density on each piece. The piecewise construction is a straightforward way to establish sup–Hellinger consistency in a regression settings. A specific piecewise density example is presented in a simulation study.

AB - This article studies the consistency of a local density regression model under a supremum Hellinger distance. Such model applies a piecewise structure where a mixture of Dirichlet process model (MDP) is assigned as the fixed density on each piece. The piecewise construction is a straightforward way to establish sup–Hellinger consistency in a regression settings. A specific piecewise density example is presented in a simulation study.

U2 - 10.1080/03610926.2013.863927

DO - 10.1080/03610926.2013.863927

M3 - Journal article

VL - 45

SP - 1329

EP - 1344

JO - Communications in Statistics - Theory and Methods

JF - Communications in Statistics - Theory and Methods

SN - 0361-0926

IS - 5

ER -