Before the semester began, Professor Keithley predicted that 15% of his philosophy students would receive an A, 30% a B, 40% a C, 10% a D, and 5% an F. At the end of the semester, 14 of Professor Keithley’s philosophy students earned an A, 19 a B, 12 a C, 5 a D, and 2 an F. Use the Chi-Square test and a 0.05 level of significance to determine if Professor Keithley’s predicted percentages were accurate. (State your null and alternative hypothesis, find the critical values and test statistics, make a decision, and write a conclusion based on your results).

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Before the semester began, Professor Keithley predicted that 15% of his
philosophy students would receive an A, 30% a B, 40% a C, 10% a D, and 5%
an F. At the end of the semester, 14 of Professor Keithley’s philosophy students
earned an A, 19 a B, 12 a C, 5 a D, and 2 an F.
Use the Chi-Square test and a 0.05 level of significance to determine if Professor
Keithley’s predicted percentages were accurate. (State your null and alternative
hypothesis, find the critical values and test statistics, make a decision, and write
a conclusion based on your results).

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