Question: For a binary response variable (categorical variable involving 2 classes), you could use linear regression with 0, 1 coding or logistic regression. For each of

For a binary response variable (categorical variable involving 2 classes), you could use linear

regression with 0, 1 coding or logistic regression. For each of the following, state whether it

is a property of logistic regression, linear regression or both (no explanation required):

(a) The expected prediction error is minimized by correctly predicting P(Y|X).

(b) The predictions are always valid probabilities in the range (0, 1).

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