SciELO - Scientific Electronic Library Online

 
vol.14 número3La relación entre robo y desempleo de varones jóvenes en México, 2005-2017 índice de autoresíndice de materiabúsqueda de artículos
Home Pagelista alfabética de revistas  

Servicios Personalizados

Revista

Articulo

Indicadores

Links relacionados

  • No hay artículos similaresSimilares en SciELO

Compartir


Revista mexicana de economía y finanzas

versión On-line ISSN 2448-6795versión impresa ISSN 1665-5346

Resumen

MOTA ARAGON, Beatriz  y  NUNEZ, José Antonio. Estimation of the multivariate distribution of exchange rate yields against the dollar of the Cryptocurrencies Bitcoin, Ripple and Ether. Rev. mex. econ. finanz [online]. 2019, vol.14, n.3, pp.447-457.  Epub 18-Feb-2020. ISSN 2448-6795.  https://doi.org/10.21919/remef.v14i3.409.

In this paper we estimated the multivariate distribution among Bitcoin (BTC), Ripple (XRP) and Ether (ETH) to analyze the dependence. We used the Hyperbolic Generalized (GH) family of distributions and in particular the Variance-Gamma distribution.The procedure for the estimation of the parameters of the GH distribution is through the EM (Expectation-Maximization) algorithm. The results show that there exists a positive dependence among the three exchange rates with respect to the American dollar and a Variance-Gamma distribution of dimension three is estimated. This distribution is very flexible for the adjustment of returns with leptokurtosis and skewness. This distribution is very flexible for the adjustment of the returns with leptokurtosis and skewness. The information is important for the investors who construct their portfolios in an efficient way.

Palabras llave : leptokurtosis; skewness; Variance-Gamma; Multivariate; C11; C46.

        · resumen en Español     · texto en Español     · Español ( pdf )