JOURNAL OF THE JAPAN STATISTICAL SOCIETY
Online ISSN : 1348-6365
Print ISSN : 1882-2754
ISSN-L : 1348-6365
INTERPRETATION OF THE QUASI-LIKELIHOOD VIA THE TILTED EXPONENTIAL FAMILY
Yoshimitsu Hiejima
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1997 Volume 27 Issue 2 Pages 157-164

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Abstract
The maximum quasi-likelihood method suggested by Wedderburn (1974) is widely used. The quasi-score equation (QSE) is linear with respect to a random variable and has useful properties in practical analysis. However, for some variance functions, there are no probability models that match the quasi-likelihood in the univariate 1-parameter family. Consequently, QSE can not be derived by differentiating the likelihood by the mean parameter and it loses the interpretation. In this paper, a tilted exponential family is introduced and new interpretation is given to QSE via the tilted exponential family under the above conditions.
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