ON THE LINEAR PREDICTION OF MULTIVARIATE (2,P)-BOUNDED PROCESSES

成果类型:
Article
署名作者:
HOUDRE, C
刊物名称:
ANNALS OF PROBABILITY
ISSN/ISSBN:
0091-1798
DOI:
10.1214/aop/1176990454
发表日期:
1991
页码:
843-867
关键词:
摘要:
We develop the linear least squares prediction theory for some classes of nonstationary processes having a Fourier spectral representation. We study time domain as well as spectral domain properties for these processes, such as a Wold decomposition and a decomposition for matrix bimeasures. We also obtain an autoregressive representation for the optimum predictor.