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A matrix formula for the skewness of maximum likelihood estimators

Authors :
Patriota, Alexandre G.
Cordeiro, Gauss M.
Source :
Statistics & Probability Letters. Apr2011, Vol. 81 Issue 4, p529-537. 9p.
Publication Year :
2011

Abstract

Abstract: We give a general matrix formula for computing the second-order skewness of maximum likelihood estimators. The formula was firstly presented in a tensorial version by . Our matrix formulation has numerical advantages, since it requires only simple operations on matrices and vectors. We apply the second-order skewness formula to a normal model with a generalized parametrization and to an ARMA model. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01677152
Volume :
81
Issue :
4
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
57857890
Full Text :
https://doi.org/10.1016/j.spl.2010.12.009