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Asymptotics of k-mean clustering under non-i.i.d. sampling

โœ Scribed by Regis J. Serinko; Gutti Jogesh Babu


Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
522 KB
Volume
24
Category
Article
ISSN
0167-7152

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โœ Steven G. From ๐Ÿ“‚ Article ๐Ÿ“… 1991 ๐Ÿ› Springer Japan ๐ŸŒ English โš– 477 KB

In this paper, a family of estimators for estimating means when mixing two independent Poisson samples is proposed. This family is based on the probability-generating function of the Poisson distribution and is offered as an alternative to the maximum likelihood estimators, which have some drawbacks