[HTML][HTML] The joint projected normal and skew-normal: A distribution for poly-cylindrical data

G Mastrantonio - Journal of Multivariate Analysis, 2018 - Elsevier
This paper introduces a multivariate circular–linear (or poly-cylindrical) distribution obtained
by combining the projected and the skew-normal. We show the flexibility of our proposal, its …

The wrapped skew Gaussian process for analyzing spatio-temporal data

G Mastrantonio, AE Gelfand, G Jona Lasinio - … environmental research and …, 2016 - Springer
We consider modeling of angular or directional data viewed as a linear variable wrapped
onto a unit circle. In particular, we focus on the spatio-temporal context, motivated by a …

Random fields on the hypertorus: covariance modeling and applications

E Porcu, PA White - Environmetrics, 2022 - Wiley Online Library
This article gives a comprehensive theoretical framework to the modeling, inference, and
applications of Gaussian random fields using what we term the hypertorus as an index set …

Gaussian random fields on the product of spheres: Theory and applications

A Alegría, G Cleanthous, AG Georgiadis… - Electronic Journal of …, 2024 - projecteuclid.org
We consider Gaussian random fields on the product of spheres. We study the regularity and
the Hölder continuity of such random fields via their covariance function. Moreover, we …

Multivariate Gaussian random fields over generalized product spaces involving the hypertorus

F Bachoc, A Peron, E Porcu - Theory of Probability and Mathematical …, 2022 - ams.org
The paper deals with multivariate Gaussian random fields defined over generalized product
spaces that involve the hypertorus. The assumption of Gaussianity implies the finite …

On the characterization of compound flood hazard at the coastal-riverine interface

WC Veatch - 2022 - search.proquest.com
Floods caused by a confluence of forcing mechanisms, known as compound floods, are a
hazard of increasing importance and visibility. In many areas of the coastal zone, the …

On initial direction, orientation and discreteness in the analysis of circular variables

G Mastrantonio, GJ Lasinio, A Maruotti… - arXiv preprint arXiv …, 2015 - arxiv.org
In this paper, we propose a discrete circular distribution obtained by extending the wrapped
Poisson distribution. This new distribution, the Invariant Wrapped Poisson (IWP), enjoys …

The Joint Projected and Skew Normal

G Mastrantonio - arXiv preprint arXiv:1512.00487, 2015 - arxiv.org
We introduce a new multivariate circular linear distribution suitable for modeling direction
and speed in (multiple) animal movement data. To properly account for specific data …

Temporal and spatio-temporal modes for circular and circular-linear data

G Mastrantonio - 2016 - arcadia.sba.uniroma3.it
Circular data arise naturally in many scientific fields, for example oceanography (wave
directions), meteorology (wind directions), biology (animal movement). Due to the circular …