I am also interested in causal inference in time series analysis. (aaas.org)
Data were analyzed through time series analysis using mixed regression. (schematherapysociety.org)
Many of the stations started at a later date and / or have missing months of data which makes comparative time series analyses and averages inaccurate. (waclimate.net)