Empirical likelihood for the class of single index hazard regression models

Jianbo Li; Minglong Guo; Changxin Du; Riquan Zhang; Heng Lian

doi:10.1016/j.jkss.2015.04.002

Author(s)

Jianbo Li
Minglong Guo
Changxin Du
Riquan Zhang
Heng Lian

Detail(s)

Original language	English
Pages (from-to)	619-631
Journal / Publication	Journal of the Korean Statistical Society
Volume	44
Issue number	4
Publication status	Published - 1 Dec 2015
Externally published	Yes

Link(s)

DOI	DOI https://doi.org/10.1016/j.jkss.2015.04.002 Final Published version
	Check@CityULib
Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-84947487696&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(e747f734-6d21-4ba4-a5b6-ee81d1350dc4).html

Abstract

Based on the B spline approximation technique and right censored data, we consider the empirical likelihood inference for the index parameters and its partial components in a class of single index hazard regression models. Under some regular conditions, we show that our proposed empirical likelihood ratio statistics follow the standard χ² distribution. Some numerical studies are given to illustrate our proposed methodology.

Research Area(s)

B spline, Empirical likelihood, Partial likelihood, Single index hazard models

Citation Format(s)

[ RIS ] [ BibTeX ]

Empirical likelihood for the class of single index hazard regression models. / Li, Jianbo; Guo, Minglong; Du, Changxin et al.
In: Journal of the Korean Statistical Society, Vol. 44, No. 4, 01.12.2015, p. 619-631.

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Li, J, Guo, M, Du, C, Zhang, R & Lian, H 2015, 'Empirical likelihood for the class of single index hazard regression models', Journal of the Korean Statistical Society, vol. 44, no. 4, pp. 619-631. https://doi.org/10.1016/j.jkss.2015.04.002

Li, J., Guo, M., Du, C., Zhang, R., & Lian, H. (2015). Empirical likelihood for the class of single index hazard regression models. Journal of the Korean Statistical Society, 44(4), 619-631. https://doi.org/10.1016/j.jkss.2015.04.002

Li J, Guo M, Du C, Zhang R, Lian H. Empirical likelihood for the class of single index hazard regression models. Journal of the Korean Statistical Society. 2015 Dec 1;44(4):619-631. doi: 10.1016/j.jkss.2015.04.002

Li, Jianbo ; Guo, Minglong ; Du, Changxin et al. / Empirical likelihood for the class of single index hazard regression models. In: Journal of the Korean Statistical Society. 2015 ; Vol. 44, No. 4. pp. 619-631.