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 .

It can be any distribution from the exponential family.

It is a distribution from the canonical exponential family.
unanswered

The correct answer is:

- It can be any distribution from the exponential family.
- It is a distribution from the canonical exponential family.

The correct answer is:

- It is a Bernoulli distribution
- It is a distribution from the canonical exponential family.