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What is the response variable in a logistic regression model? To what distribution does the response variable belong? What quantity follows a logistic distribution?

When a logistic regression model is fit, what quantity serves as the left hand side of the regression equation? Is this value observed? If not, how can we estimate it?

Is the logistic regression model a 'linear model'?

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