The joint projected normal and skew-normal: a distribution for poly-cylindrical data

DOI10.1016/j.jmva.2017.11.006zbMath1397.62193arXiv1711.10463OpenAlexW2962831732MaRDI QIDQ1742728

Gianluca Mastrantonio

Publication date: 12 April 2018

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1711.10463

zbMATH Keywords

circular dataskew-normalmultivariate distributioncircular-linear distributionprojected normal

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Bayesian inference (62F15) Characterization and structure theory of statistical distributions (62E10)

Related Items

Modified Pólya-Gamma data augmentation for Bayesian analysis of directional data ⋮ Modeling animal movement with directional persistence and attractive points ⋮ Recent advances in directional statistics

Uses Software

• CODA
• CircStats
• circular

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Spatio-temporal circular models with non-separable covariance structure
• A multivariate hidden Markov model for the identification of sea regimes from incomplete skewed and circular time series
• The generalized von Mises distribution
• A statistical model for orientation mechanism
• An extension to modeling cylindrical variables
• A multivariate skew normal distribution.
• The general projected normal distribution of arbitrary dimension: modeling and Bayesian inference
• An extension of the half-normal distribution
• Directional data analysis under the general projected normal distribution
• Topics in Circular Statistics
• Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and wave directions in the Adriatic Sea
• A Unified View of the Theory of Directional Statistics, 1975-1988
• Handbook of Markov Chain Monte Carlo
• Sinh-arcsinh distributions
• Scoring Rules for Continuous Probability Distributions
• Some Angular-Linear Distributions and Related Regression Models
• The multivariate skew-normal distribution
• A new class of multivariate skew distributions with applications to bayesian regression models
• Modeling Space and Space-Time Directional Data Using Projected Gaussian Processes
• Bayesian Inference for Skew-normal Linear Mixed Models
• Hidden Markov model for discrete circular–linear wind data time series
• Strictly Proper Scoring Rules, Prediction, and Estimation

This page was built for publication: The joint projected normal and skew-normal: a distribution for poly-cylindrical data