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On the distribution of linear combinations of the components of a Dirichlet random vector
Authors:Serge B Provost  Young‐Ho Cheong
Abstract:On making use of a result of Imhof, an integral representation of the distribution function of linear combinations of the components of a Dirichlet random vector is obtained. In fact, the distributions of several statistics such as Moran and Geary's indices, the Cliff‐Ord statistic for spatial correlation, the sample coefficient of determination, F‐ratios and the sample autocorrelation coefficient can be similarly determined. Linear combinations of the components of Dirichlet random vectors also turn out to be a key component in a decomposition of quadratic forms in spherically symmetric random vectors. An application involving the sample spectrum associated with series generated by ARMA processes is discussed.
Keywords:Cliff‐Ord test  coefficient of determination  Dirichlet distribution  Geary index  model identification  Moran index  periodogram  quadratic forms  robust tests  sample autocorrelations  sample spectrum  spherically symmetric distributions
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