In this talk, we consider a special hypothesis test. First we use it to analyze the common linear model and proposed a decision rule with Type 
I error. Then we extend it to the GLM. 
To be compatible with GLM, we propose a new definition with complex likelihood function and Complete Likelihood Ratio test for GLM, which better fits the problem. 
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