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Statistical significance

Everyone is talking about statistical significance, but do you know the exact meaning of it? What is the correct interpretation of a p value equal to 0.05 for a variable's coefficient, when we have the following null hypothesis:

H0: The influence of this variable on the payment default of a customer is equal to zero.

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Machine Learning for Marketing Analytics in R

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