Estimation of parameters in multivariate wrapped models for data on a \(p\)-torus

DOI10.1007/s00180-020-01006-xzbMath1505.62297OpenAlexW3044948115MaRDI QIDQ1995830

Mehdi Maadooliat, Claudio Agostinelli, Mousa Golalizadeh, Anahita Nodehi

Publication date: 25 February 2021

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-020-01006-x

zbMATH Keywords

EM algorithmtorusCEM algorithmmultivariate wrapped distributionsestimation procedures

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (6)

Robust estimation for multivariate wrapped models ⋮ Density Estimation in RKHS with Application to Korobov Spaces in High Dimensions ⋮ Density estimation for toroidal data using semiparametric mixtures ⋮ Finite Mixtures of Multivariate Wrapped Normal Distributions for Model Based Clustering of p -Torus Data ⋮ A mixture of linear-linear regression models for a linear-circular regression ⋮ Clustering on the torus by conformal prediction

Uses Software

• R
• CircStats
• circular

Cites Work

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• Topics in Circular Statistics
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• Some Angular-Linear Distributions and Related Regression Models
• Bayesian analysis for bivariate von Mises distributions
• Some Fundamental Properties of a Multivariate von Mises Distribution
• Protein Bioinformatics and Mixtures of Bivariate von Mises Distributions for Angular Data
• Random walk on a circle

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