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Multivariate sequential point estimation
Authors:Malay Ghosh  Bimal K Sinha  Nitis Mukhopadhyay
Institution:Iowa State University USA;University of Pittsburgh USA;Indian Statistical Institute India
Abstract:For a multivariate normal distribution with unknown mean vector and unknown dispersion matrix, a sequential procedure for estimating the unknown mean vector is suggested. The procedure is shown to be asymptotically “risk efficient” in the sense of Starr (Ann. Math. Statist. (1966), 1173–1185), and the asymptotic order of the “regret” (see Starr and Woodroofe, Proc. Nat. Acad. Sci. 63 (1969), 285–288) is given. Moderate sample behaviour of the procedure using Monte-Carlo techniques is also studied. Finally, the asymptotic normality of the stopping time is proved.
Keywords:62L12  62H99  Mean vector of a multivariate normal distribution  point estimation  squared error loss  cost  stopping times  risk efficiency  regret  Monte-Carlo methods  asymptotic normality of stopping times
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