Statisticians Can Translate P-Values into Several Descriptive Terms

Short Answer

Statisticians can translate p-values into several descriptive terms. Which of the following statements is correct? $\begin{array}{|l|l|}\hline A.&\text {If \( p \)-value \( <0.01 \), there is overwhelming evidence to infer that the al ternative }\\&\text {hypothesis is true. }\\\hline B.&\text {If \( 0.01< p \)-value \( <0.05 \), there is strong evidence to infer that the alternative }\\&\text {hypothesis is true. }\\\hline C.&\text { If \( 0.05< p \)-value \( <0.10 \), there is weak evidence to infer that the alternative}\\&\text {hypothesis is true. }\\\hline D.&\text {All of the above statements are correct. }\\\hline \end{array}$