Which of the following characteristics is/are true about the distribution of the response variable in a logistic regression model? (Check all that apply.) It is a Bernoulli distribution It can be any distribution over the interval (0, 1). It can be any distribution from the exponential family. It is a distribution from the canonical exponential family.
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It is Bernoulli distribution: True. In logistic regression, the response variable is binary, meaning it can take on only two possible outcomes. This is consistent with a Bernoulli distribution. Show more…
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