I am looking for a good introduction into or an overview about interrupted time series or intervention analyses for time series. Perhaps also considering change point detection or event study analyses.
This questions deals with literature regarding R implementations but I am looking for a more general treatment (including theoretical considerations). I furthermore could not find the topic discussed in the literature outlined in that question (Rob Hyndman, for example, discuss interventions only very briefly in a subchapter and I couldn't find it in Shumway and Stoffer). Here is an interesting answer outlining one specific approach how to deal with that topic.
Furthermore, is there a widely understood terminology for this kind of analyses? It seems for me that each field gives these statistical approaches different names.