A Decomposition of Some Serially-Structured Variance Matrices
若干序列结构协方差矩阵的分解
Serially-structured variance matrices which can be decomposed into lower-triangular band matrices are defined. These may be thought of as the variance matrices of finite realizations of generalized autoregressive-moving average processes. A large number of serially-generated stochastic processes are shown to be of this type.