Articles with "mean vector" as a keyword



Tests for equality of several mean vector functions for multivariate functional data with applications

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Published in 2024 at "Journal of Nonparametric Statistics"

DOI: 10.1080/10485252.2024.2396361

Abstract: In various scientific and technological fields, it is common to encounter multivariate functional data, where continuous vector functions for statistical units are observed over a specific interval. This paper aims to investigate the equality of… read more here.

Keywords: mean vector; vector functions; tests equality; multivariate functional ... See more keywords
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Admissible estimators of a multivariate normal mean vector when the scale is unknown

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Published in 2020 at "Biometrika"

DOI: 10.1093/biomet/asaa102

Abstract: We study admissibility of a subclass of generalized Bayes estimators of a multivariate normal vector in the case where the variance is unknown, under scaled quadratic loss. Minimaxity is established for some of these estimators. read more here.

Keywords: multivariate normal; mean vector; admissible estimators; normal mean ... See more keywords

Inference about a Common Mean Vector from Several Independent Multinormal Populations with Unequal and Unknown Dispersion Matrices

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Published in 2024 at "Mathematics"

DOI: 10.3390/math12172723

Abstract: This paper addresses the problem of making inferences about a common mean vector from several independent multivariate normal populations with unknown and unequal dispersion matrices. We propose an unbiased estimator of the common mean vector,… read more here.

Keywords: mean vector; dispersion matrices; common mean; several independent ... See more keywords