4.4 Article

Temporal aggregation of univariate and multivariate time series models: A survey

期刊

JOURNAL OF ECONOMIC SURVEYS
卷 22, 期 3, 页码 458-497

出版社

BLACKWELL PUBLISHING
DOI: 10.1111/j.1467-6419.2007.00538.x

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temporal aggregation; ARIMA; seasonality; GARCH; vector ARMA; spurious causality; multivariate GARCH

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We present a unified and up-to-date overview of temporal aggregation techniques for univariate and multivariate time series models explaining in detail, although intuitively, the technical machinery behind the results. Some empirical applications illustrate the main issues.

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