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Momo
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Difference between 'link function' and 'canonical link function' for GLM

What's the difference between terms 'link function' and 'canonical link function'? Also, are there any (theoretical) advantages of using one over the other?

e.g. A binary response variable can be modeled using many link functions such as 'logit', 'probit' etc. But, 'logit' here is considered the 'canonical' link.

steadyfish
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