Question: True, or false? a. An ordinary regression (or ANOVA) model that treats the response Y as normally distributed is a special case of a GLM,

True, or false?

a. An ordinary regression (or ANOVA) model that treats the response Y as normally distributed is a special case of a GLM, with normal random component and identity link function.

b. With a GLM, Y does not need to have a normal distribution and one can model a function of the mean of Y instead of just the mean itself, but in order to get ML estimates the variance of Y must be constant at all values of predictors.

c. The Pearson residual ei = (yi − ˆμi)/

ˆμ

i for a GLM has a large-sample standard normal distribution.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Categorical Data Analysis Questions!