#link-function

Question 1: Single choice

Binary logistic regression is a generalized linear model. Which set of components describes it?

Bernoulli response; linear predictor $\beta_0 + \boldsymbol\beta^\top\mathbf{x}$ ; logit link1
Gaussian response; linear predictor $\beta_0 + \boldsymbol\beta^\top\mathbf{x}$ ; identity link2
Bernoulli response; predictor $\sigma(\beta_0 + \boldsymbol\beta^\top\mathbf{x})$ ; identity link3
Poisson response; linear predictor $\beta_0 + \boldsymbol\beta^\top\mathbf{x}$ ; log link4