The correct answer among all the other choices is "The stronger the evidence against the possibility that the observed results arose simply by chance." In a set of hypotheses, the smaller the p-value, the stronger the evidence against the possibility that the observed results arose simply by chance. Thank you for posting your question. I hope this answer helped you. Let me know if you need more help.
