The Journal of Time Series Analysis is a bimonthly peer-reviewed academic journal covering mathematical statistics as it relates to the analysis of time series data.

It was established in 1980 and is published by John Wiley & Sons.

The editor-in-chief is Robert Taylor (University of Essex).

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