The significance level for an explanatory variable in a regression model answers a marginal question: "After all the other variables in the current model are already taken into account, how strong is ...
Typically, a regression analysis is done for one of two purposes ... We then ask how likely it is to have experienced so much sampling error: This yields the significance level of the sample data with ...
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