Which of the following are true? If false, explain briefly a) A very high P-valu

Question

Which of the following are true? If false, explain briefly a) A very high P-value is strong evidence that the null hypothesis is false b) A very low P-value proves that the null hypothesis is false c) A high P-value shows that the null hypothesis is true d) A P-value below 0.05 is always considered sufficient evidence to reject a null hypothesis a) Choose the correct answer below A. This statement is false because it is a low P-value that provides evidence that the null hypothesis is false B. This statement is false because a very high P-value proves that the null hypothesis is false O C. This statement is true D. This statement is false because a very high P.value is strong evidence that the null hypothesis is true b) Choose the correct answer below A. This statement is false because a very low P-value only shows strong evidence that the null hypothesis is false O B. This statement is true ° C. This statement is false because it is a very high P-value that proves that the null hypothesis is false D. This statement is false because a very low P-value proves that the null hypothesis is true c) Choose the correct answer below A. This statement is false because a high P-value shows that the data is consistent with the null hypothesis, but can never prove that the null hypothesis is true B. This statement is true ° C. This statement is false because a high P-value shows that the null hypothesis is false 0 D. This statement is false because a high P-value shows that the data is not consistent with the null hypothesis, and can only prove that the null hypothesis is false d) Choose the correct answer below A. O B. ° C. D. This statement is true This statement is false because the null hypothesis is rejected whenever the P-value is below the value of , which may not necessarily be 0.05. This statement is false because it is a P-value that is above 0.05 which is always considered sufficient evidence to reject a null hypothesis. This statement is false because a P-value below 0.05 proves that the null hypothesis is false. which is a much stronger result than simply rejecting the null hypothesis

Explanation / Answer

a) option A is correct

b)option A is correct

c)option A is corect

d)option B is corect

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