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If we reject the null hypothesis, can we claim to have proved that the null hypothesis is false? Why or why not? . . .

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If we reject the null hypothesis, can we claim to have proved that the null hypothesis is false? Why or why not? . . . . . Choose the correct answer below. O A. Not necessarily, if the test conditions are satisfied and the p-value is appropriately small, the null hypothesis can only be proven false if the power is appropriately large. B. Not necessarily, if the test conditions are satisfied and the p-value is appropriately small, the null hypothesis can only be proven false if the significance level is appropriately small. O C. Yes, if the test conditions are satisfied and the p-value is smaller than the significance level, then the null hypothesis is proven to be false. O D. No; we don't use prove because we cannot be 100% sure of conclusions based on chance processes

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