Recursive estimation of the mode of a multivariable distribution

A. B. Tsybakov

Recursive estimation of the mode of a multivariable distribution

A. B. Tsybakov

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Résumé

A simple recursive estimator of the mode of a multivariable distribution is proposed. Conditions for the convergence of the estimator with probability 1 are given. The rate of mean-square convergence of the estimator is calculated. It is shown that no mode estimators exist with a higher order of rate of convergence.

langue originale	Anglais
Pages (de - à)	31-37
Nombre de pages	7
journal	Problems of Information Transmission
Volume	26
Numéro de publication	1
état	Publié - 1 juil. 1990

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abstract = "A simple recursive estimator of the mode of a multivariable distribution is proposed. Conditions for the convergence of the estimator with probability 1 are given. The rate of mean-square convergence of the estimator is calculated. It is shown that no mode estimators exist with a higher order of rate of convergence.",

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Recursive estimation of the mode of a multivariable distribution

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