estimation an average effect
How to estimate an average effect size for an intervention from multiple studies without control group?
In case there is an intervention, post-intervention and pre-intervention means can be compared using the Student’s t-statistic. However this is not ideal because time series violate the independence assumption for the use of t-test. The ideal thing is to use an intervention transfer function to explain the intervention.