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Choose alternatives when randomization fails

System Design · Meta · Hard

An optional feature is turned on automatically for a subset of users who previously opted in and are classified as power users. Because enrollment is not random, a straightforward randomized comparison is not available. Answer the following: a) Pick one of these identification strategies: propensity score matching, instrumental variables, synthetic control, or difference-in-differences. Explain why it fits this setting and state the identifying assumptions required for the…

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