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I want someone to help me with understanding Regression model in Decision sciences. How do I decide correctly when to reject/fail to reject null hypothesis

I want someone to help me with understanding Regression model in Decision sciences. How do I decide correctly when to reject/fail to reject null hypothesis ?

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