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Multiple constraint and truncated skew models.

Authors :
Arnold, Barry C.
Gómez, Héctor W.
Olivares-Pacheco, Juan F.
Source :
Statistics; Sep2014, Vol. 48 Issue 5, p971-982, 12p
Publication Year :
2014

Abstract

Attention is focussed on a truncated version of the extended two-piece skew-normal distribution, studied by Arnold et al. [On multiple constraint skewed models. Statistics. 2009;3(3):279–293]. When the truncation point is set equal to zero, the resulting model can be viewed as a flexible extension of the half-normal model. Properties of the truncated distribution are investigated and corresponding likelihood inference is considered. The methodology is applied to data set involving non-negative observations and it is verified that the fit of the truncated model compares favourably with that of the half-normal. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02331888
Volume :
48
Issue :
5
Database :
Complementary Index
Journal :
Statistics
Publication Type :
Academic Journal
Accession number :
98354630
Full Text :
https://doi.org/10.1080/02331888.2013.801479