Advanced Experimentation Designs Questions

Experimentation techniques beyond the simple two-arm A/B test: causal inference and quasi-experiments, sequential and always-valid testing, multi-armed bandits, factorial and multivariate designs, and handling interference or network effects. Covers when randomized experiments are infeasible and difference-in-differences, instrumental variables, or switchback designs apply. The concept scope is methodology selection for hard experimental situations.