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Prediction concerning Y variable

Prediction concerning Y variable. Three different research questions. What is the mean response , E(Y h ), for a given level, X h , of the predictor variable? What would one predict a new observation , Y h(new) , to be for a given level, X h , of the predictor variable?

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