Analysis of treatment switching using observational data
Datamethods Discussion Forum [Unofficial]
January 30, 2026
You are essentially asking if you can get the inference that a randomized crossover study gives without randomization. I think the answer is no. An exception would be in the pharmacokinetics setting where response are rapid and one can get causal inference by temporal alignment.
Discussion in the ATmosphere