Nearly unstable autoregressive models with coefficient matrices in Jordan normal form

Nearly unstable autoregressive models with coefficient matrices in Jordan normal form

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Article ID: iaor2000585
Country: United States
Volume: 36
Issue: 9
Start Page Number: 1
End Page Number: 10
Publication Date: Nov 1998
Journal: Computers & Mathematics with Applications
Authors:
Abstract:

Nearly unstable multidimensional autoregressive models are studied where the coefficient matrices are given in Jordan normal form. Weak convergence of the sequence of the appropriately normalized least squares estimates of the eigenvalues is proved. The limit distribution is compared with the maximum likelihood estimate of the eigenvalue of the coefficient matrix of the corresponding continuous time model.

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