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Teoriya Veroyatnostei i ee Primeneniya, 1982, Volume 27, Issue 2, Pages 388–395
(Mi tvp2369)
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This article is cited in 21 scientific papers (total in 21 papers)
Short Communications
Geometrical approach to the maximum likelihood estimation for infinite-dimensional Gaussian location. I
B. S. Cirel'son Leningrad
Abstract:
The MLE for the mean of the infinite-dimensional Gaussian measure with given covariance is studied; we assume that the mean belongs to a given set $V$ and relate the behaviour of MLE with the metric properties of $V$ (the metric is induced by the covariance). For example, a Hölder signal in the white noise admits the MLE if the Hölder exponent is greater than $1/2$ . Some inequalities for the distance between the mean and its MLE are given.
Received: 05.12.1978
Citation:
B. S. Cirel'son, “Geometrical approach to the maximum likelihood estimation for infinite-dimensional Gaussian location. I”, Teor. Veroyatnost. i Primenen., 27:2 (1982), 388–395; Theory Probab. Appl., 27:2 (1983), 411–418
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https://www.mathnet.ru/eng/tvp2369 https://www.mathnet.ru/eng/tvp/v27/i2/p388
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Abstract page: | 227 | Full-text PDF : | 109 |
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