整合ARMA过程中样本自相关的渐近分布

The Asymptotic Distribution of the Sample Autocorrelations for an Integrated ARMA Process

Journal of the American Statistical Association · 1980
被引 5
ABS 4

中文导读

研究了整合自回归移动平均时间序列的样本自相关函数的行为,刻画了其非正态渐近分布与滞后阶数和过程参数的关系,并检验了中等样本下近似的有效性。

Abstract

Abstract The behavior of the sample autocorrelation function, r(k), for an integrated autoregressive moving average time series is examined. The nonnormal asymptotic distribution of r(k) is characterized as a function of lag k and the parameters of the process. The validity of the approximation in moderate-sized samples is examined.

时间序列分析自回归移动平均模型渐近分布样本自相关函数