A quite extensive literature exists on the estimation of the mode of univariate distributions. On the contrary, few works deal with mode estimation in the multivariate case.With this work, we introduce a procedure to estimate the mode of an unimodal multivariate distribution, that we call minimum volume peeling. Properties, robustness, and implementing issues are briefly discussed.
Minimum Volume Peeling: a Multivariate Mode Estimator
PORZIO, Giovanni Camillo;
2012-01-01
Abstract
A quite extensive literature exists on the estimation of the mode of univariate distributions. On the contrary, few works deal with mode estimation in the multivariate case.With this work, we introduce a procedure to estimate the mode of an unimodal multivariate distribution, that we call minimum volume peeling. Properties, robustness, and implementing issues are briefly discussed.File in questo prodotto:
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