Modeling Strategies for Large Dimensional Vector Autoregressions

The vector autoregressive (VAR) model has been widely used for describing the dynamic behavior of multivariate time series. However, fitting standard VAR models to large dimensional time series is challenging primarily due to the large number of parameters involved. In this thesis, we propose two st...

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Bibliographic Details
Main Author: Zang, Pengfei
Language:English
Published: 2012
Subjects:
Online Access:https://doi.org/10.7916/D8JW8N0V