true or false A) the P-Value is the probabibility that the null hypothesis is co

Question

true or false

A) the P-Value is the probabibility that the null hypothesis is correct?

B) the p-value is a conditional probability

C) p-values indicate how compatible the data are with a specified statiscal model

D) the p-value is the probability that the data were produced by random chance alone

E) scientific conclusions and buisness or policy decisions should be based only on wether a p-value passes s specific threshold.

F) the p-value is the probability of rejecting the null hypothesis when it is actulally true.

G) the p-value is the probability under a specified statistical model that a a statiscal summary (test statisic) of the data would be equal to or more extreme than its observed value.

H) if your p-value is not less than the level of significance, you should always collect more data until you find a random sample that gives you a p-value less than the level of significance.

I) by itself, a p-value does not provide a good measure of evidence regarding a hypothesis.

J) the p-value is the probability of not rejecting the null hypothesis when its false.

Explanation / Answer

Solution:-

A) the P-Value is the probabibility that the null hypothesis is correct- True

B) the p-value is a conditional probability- False

C) p-values indicate how compatible the data are with a specified statiscal model- True

D) the p-value is the probability that the data were produced by random chance alone - False

E) Scientific conclusions and buisness or policy decisions should be based only on wether a p-value passes s specific threshold. True.

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