نتایج جستجو برای: multivariate models

تعداد نتایج: 1006359  

2017
M. R. Fengler

Multivariate volatility models are widely used in finance to capture both volatility clustering and contemporaneous correlation of asset return vectors. Here, we focus onmultivariate GARCHmodels. In this commonmodel class, it is assumed that the covariance of the error distribution follows a time dependent process conditional on information which is generated by the history of the process. To p...

2003
Luc Bauwens Geert Dhaene Oliver Linton

Estimation of multivariate GARCH models is usually carried out by quasi maximum likelihood (QMLE), for which recently consistency and asymptotic normality have been proven under quite general conditions. However, there are to date no results on the efficiency loss of QMLE if the true innovation distribution is not multinormal. We investigate this issue by suggesting a nonparametric estimation o...

Erosion, sediment transport and sediment estimate phenomenon with their damage in rivers is a one of the most importance point in river engineering. Correctly modeling and prediction of this parameter with involving the river flow discharge can be most useful in life of hydraulic structures and drainage networks. In fact, using the multivariate models and involving the effective other parameter...

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