Article ID Journal Published Year Pages File Type
1154249 Statistics & Probability Letters 2009 8 Pages PDF
Abstract

We present an approach via a multivariate preconditioned conjugate gradient (MPCG) algorithm for maximum likelihood estimation of parameters from vector ARFIMA models with Gaussian errors. This approach involves the solution of a block-Toeplitz system, and Monte Carlo integration over the process history.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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