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In the context of a controlled experiment,consider the simple linear regression formulation Yi = β0 + β1Xi + ui.Let the Yi be the outcome,Xi the treatment level when the treatment is binary,and ui contain all the additional determinants of the outcome.Then calling a differences estimator
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is a type of insurance designed to protect businesses from losses due to events that may occur during the normal course of business, such as property damage or liability claims.
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