Univariate and bivariate truncated von Mises distributions


Autoria(s): Fernández-González, Pablo; Bielza Lozoya, Maria Concepcion; Larrañaga Múgica, Pedro
Data(s)

29/01/2015

Resumo

In this article we study the univariate and bivariate truncated von Mises distribution, as a generalization of the von Mises distribution (\cite{jupp1989}), (\cite{mardia2000directional}). This implies the addition of two or four new truncation parameters in the univariate and, bivariate cases, respectively. The results include the definition, properties of the distribution and maximum likelihood estimators for the univariate and bivariate cases. Additionally, the analysis of the bivariate case shows how the conditional distribution is a truncated von Mises distribution, whereas the marginal distribution that generalizes the distribution introduced in \cite{repe}. From the viewpoint of applications, we test the distribution with simulated data, as well as with data regarding leaf inclination angles (\cite{safari}) and dihedral angles in protein chains (\cite{prote}). This research aims to assert this probability distribution as a potential option for modelling or simulating any kind of phenomena where circular distributions are applicable.\par

Formato

application/pdf

application/pdf

Identificador

http://oa.upm.es/33713/

Idioma(s)

spa

spa

Publicador

Facultad de Informática (UPM)

Relação

http://oa.upm.es/33713/1/Univariate%20and%20Bivariate%20truncated%20von%20Mises%20distributions.pdf

http://oa.upm.es/33713/7/proofs%20TR.pdf

Direitos

(c) Editor/Autor

info:eu-repo/semantics/openAccess

Palavras-Chave #Informática #Matemáticas
Tipo

info:eu-repo/semantics/other

Monográfico (Informes, Documentos de trabajo, etc)

NonPeerReviewed