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<article url="/content/2011/4/501" issue_url="/content/2011/4" page_range="501-518" type="Article" volume="47" year="2011" issue="4">
<artitle>On a class of estimators in a multivariate RCA(1) model</artitle><author name="Zuzana" surname="Prášková" url="/articles.html?author=1680"/>
<author name="Pavel" surname="Vaněček" url="/articles.html?author=2828"/>
<keyword title="parameter estimation"/>
<keyword title="multivariate RCA models"/>
<keyword title="asymptotic variance matrix"/>
<ams title="60F05"/>
<ams title="60G10"/>
<ams title="60G46"/>
<ams title="62M10"/>
<abstract>This work deals with a multivariate random coefficient autoregressive model (RCA) of the first order. A class of modified least-squares estimators of the parameters of the model, originally proposed by Schick for univariate first-order RCA models, is studied under more general conditions. Asymptotic behavior of such estimators is explored, and a lower bound for the asymptotic variance matrix of the estimator of the mean of random coefficient is established. Finite sample properties are demonstrated in a small simulation study.</abstract>
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