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Panel data is used to establish causality using the common trends assumption. Fixed effects, or individual effects, are variables that do not change over time. It is important that changes are not systematic in order to maintain the common trends assumption. Unobserved fixed effects can be allowed as long as they do not violate this assumption.Variables can differ between treatment and control groups as long as changes are not systematic.