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.
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