Suppose Bank of America would like to investigate if the credit score and income level of an individual are independent of one another. Bank of America selected a random sample of 400 adults and asked them to report their credit score range and their income range. The following contingency table presents these results. Based on the critical value approach and using α = 0.01, which of the following the decision and conclusion for this hypothesis test would be?
A) Reject the null hypothesis, we cannot conclude that credit score and income are independent of one another.
B) Do not reject the null hypothesis, we can conclude that credit score and income are independent of one another.
C) Do not reject the null hypothesis, we cannot conclude that credit score and income are not independent of one another.
D) Reject the null hypothesis, we can conclude that credit score and income are independent of one another.
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