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Stability of invariant linearly sufficient statistics in the general Gauss-Markov model
Authors:Andrzej Kornacki
Affiliation:(1) Institute of Applied Mathematics, University of Agriculture, Akademicka 13, 20–934 Lublin, Poland
Abstract:Necessary and sufficient conditions are derived for the inclusions 
$$J_0  subset J$$
and 
$$J_0^*  subset J^* $$
to be fulfilled where 
$$J_0 ,J_0^* {text{ and }}J,J^* $$
are some classes of invariant linearly sufficient statistics (Oktaba, Kornacki, Wawrzosek (1988)) corresponding to the Gauss-Markov models 
$$GM_0  = (y,X_0 beta _0 ,sigma _0^2 V_0 ){text{ and }}GM = (y,Xbeta ,sigma ^2 V)$$
, respectively.
Keywords:Gauss-Markov model  linearly sufficient statistics  invariant linearly sufficient statistics
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