Multivariate time series analysis and applications /
William W.S. Wei.
- WIley 2019
- xvi, 518pages
- Wiley series in probability and statistics .
Includes bibliographical references and index.
Fundamental concepts and issues of multivariate time series analysis -- Vector time series models -- Multivariate time series regression models -- Principle component analysis of multivariate time series -- Factor analysis of multivariate time series -- Multivariate garch models -- Repeated measurements -- Space-time series models -- Multivariate spectral analysis of time series -- Dimension reduction in high dimensional multivariate time series analysis.