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In a Quasi-Experiment A ΔY\Delta Y You Need to Use (Yˉafter λ×Yˉbefore )\left( \bar { Y } ^ { \text {after } } - \lambda \times \bar { Y } ^ { \text {before } } \right)

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In a quasi-experiment a. quasi differences are used, i.e., instead of ΔY\Delta Y you need to use (Yˉafter λ×Yˉbefore )\left( \bar { Y } ^ { \text {after } } - \lambda \times \bar { Y } ^ { \text {before } } \right) , where 0<λ<10 < \lambda < 1 .
b. randomness is introduced by variations in individual circumstances that make it appear as if the treatment is randomly assigned.
c. the causal effect has to be estimated through quasi maximum likelihood estimation.
d. the tt -statistic is no longer normally distributed in large samples.


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