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Nonhomogeneity Analysis Using Borrowed Strength
Abstract This article develops a "borrowed strength" methodology for estimating local probability densities in a random field. Under a piecewise stationarity condition similarities between the densities in different regions of the field can be exploited by estimating a global mixture density and imposing the parameter-space support of this borrowed strength …