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Title: Classification into two von Mises distributions with unknown mean directions (English)
Author: Eben, Kryštof
Language: English
Journal: Aplikace matematiky
ISSN: 0373-6725
Volume: 28
Issue: 3
Year: 1983
Pages: 230-237
Summary lang: English
Summary lang: Czech
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Category: math
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Summary: The paper deals with two Mises distributions on the circle with unknown mean directions and a common concentration parameter that is known. The likelihood rule and the plug-in rule are examined. For the statistic of the plug-in rule, the moment generating function is given and a method of obtaining the moments is proposed. (English)
Keyword: directional data
Keyword: likelihood rule
Keyword: classification
Keyword: von Mises distributions
Keyword: unknown mean directions
Keyword: known common concentration parameter
Keyword: plug-in rule
Keyword: moment generating function
MSC: 62H15
MSC: 62H30
idZBL: Zbl 0539.62070
idMR: MR0701741
DOI: 10.21136/AM.1983.104029
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Date available: 2008-05-20T18:22:19Z
Last updated: 2020-07-28
Stable URL: http://hdl.handle.net/10338.dmlcz/104029
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Reference: [1] H. Bateman A. Erdélyi: Higher transcendental functions.vol. 2, McGraw-Hill 1953. MR 0058756
Reference: [2] K. V. Mardia: Statistics of directional data.Academic Press, London and New York 1972. Zbl 0244.62005, MR 0336854
Reference: [3] J. E. Morris P. J. Laycock: Discriminant analysis of directional data.Biometrika 61 (1974), 335-342. MR 0423692, 10.1093/biomet/61.2.335
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