For each statement below, determine if it is true or false. If the statement is

Question

For each statement below, determine if it is true or false. If the statement is false, please provide a reason supporting your decision.

a. A P-value below 0.05 is always considered sufficient evidence to reject the null hypothesis.

b. If we use an alpha level of 0.01, then we would reject the null hypothesis if the P-value is 0.001.

c. A very large P-value means the null hypothesis is true.

d. A Type I error occurs when you find out that you should have rejected the null hypothesis when you actually did not

Explanation / Answer

a) if p Value < 0.05 we reject the null hypothesis

True

b) here p value < 0.01 we reject the null hypothesis

True

c) true

d) false

Type 1 error means we reject null hypothesis when it is true

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