Levels of education and income levels


A researcher tests whether levels of education and income levels are related. In this study, he observes the following frequencies. If he computes a chi-square test for independence at a .05 level of significance, then what is the decision for this test?


Education level


High School Bachlor's Degree Graduate degree
Low Income 22 8 5
High Income 8 12 28

A. Education and income level are related.

B. Education and income level are not related.

C. Education and income level are independent.

D. Both B and C are appropriate.

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Basic Statistics: Levels of education and income levels
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