Choose from the following the assumptions we make in fitting data using a GLM.

Question

We assume a conditional distribution for Y given X.

We assume a link function g(\cdot ).

We assume a noise model that captures the relationship between \mathbf{X} and Y.

Answer 1

We assume a linear relationship between the predictors and the linear predictor.