Prefiltering and Causality Tests
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If data series are not filtered properly prior to the construction of a test of causality, the resulting
test statistics are invalid This article,describes a general approach to data filtering based on the
estimation of autoregressive-moving-average models and on specific tests for the Identification of
white noise processes For selected examples, traditional approaches to filtering do not perform
as well as the general method proposed