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Estimating Location Parameters in a Mixture Model (1983)

Basu, R. ; Heydorn, R. P.

In: CASI

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Publication Date: 2014-09-10

Description: Mixture models of the form h = sum to M terms, one for each positive integer from 1 to N lambda sub j f (j) sub theta sub j where theta sub j is a translation parameter are considered. An approach is discussed which makes use of a Caratheodory theorem on the trigonometric moment problem to determine M and theta sub j j = 1,2,...,M. This theorem is also applied to show that translates of many common distributions lead to identifiable mixtures.

Keywords: EARTH RESOURCES AND REMOTE SENSING

Type: Texas A and M Univ. Proc. of the NASA Symp. on Math. Pattern Recognition and Image Analysis; p 55-76

Format: text

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