In: Statistics and Probability
4. According to the February 2008 Federal Trade Commission report on consumer fraud and identity theft, 23% of all complaints in 2007 were for identity theft. In that year, Alaska had 321 complaints of identity theft out of 1,432 consumer complaints ("Consumer fraud and," 2008). Does this data provide enough evidence to show that Alaska had a lower proportion of identity theft than 23%? Test at the 5% level.
(i) Which of the following statements correctly defines the null hypothesis HO?
A. ? = 321
B. p < 0.23
C. p = 0.23
D. ? < 321
Enter letter corresponding to correct answer
______
(ii) Which of the following statements correctly defines the alternate hypothesis HA?
A. ? = 321
B. p < 0.23
C. p = 0.23
D. ? < 321
Enter letter corresponding to correct answer
______
(iii) Enter the level of significance ? used for this test:
Enter in decimal form. Examples of correctly entered answers: 0.01 0.02 0.05 0.10
______
(iv) Determine pˆ
Enter in decimal form to nearest ten-thousandth. Examples of correctly entered answers:
0.0001 0.0020 0.0500 0.3000 0.7115
______
(v) Do values for np and nq both exceed 5? Enter YES or NO for answer
______
(vi) Calculate and enter test statistic
Enter value in decimal form rounded to nearest thousandth, with appropriate sign (no spaces). Examples of correctly entered answers:
–2.014 –0.370 +0.600 +1.009
______
(vii) Using tables, calculator, or spreadsheet: Determine and enter p-value corresponding to test statistic.
Enter value in decimal form rounded to nearest thousandth. Examples of correctly entered answers:
0.000 0.001 0.030 0.600 0.814 1.000
______
(viii) Comparing p-value and ? value, which is the correct decision to make for this hypothesis test?
A. Reject Ho
B. Fail to reject Ho
C. Accept Ho
D. Accept HA
Enter letter corresponding to correct answer.
______
(ix) Select the statement that most correctly interprets the result of this test:
A. The result is statistically significant at .05 level of significance. Evidence supports the claim that the proportion of complaints due to identity theft in Alaska is less than 23%.
B. The result is statistically significant at .05 level of significance. There is not enough evidence to show that the proportion of complaints due to identity theft in Alaska is not less than 23%.
C. The result is not statistically significant at .05 level of significance. There is not enough evidence to show that the proportion of complaints due to identity theft in Alaska is less than 23%.
D. The result is not statistically significant at .05 level of significance. Evidence supports the claim that the proportion of complaints due to identity theft in Alaska is not less than 23%.
Enter letter corresponding to most correct answer
______
The hypotheses are:
Therefore:
(i) Correct option is:
C. p = 0.23
Enter letter corresponding to correct answer
C
(ii) Correct option is:
B. p < 0.23
Enter letter corresponding to correct answer
B
(iii) Given "Test at the 5% level." Therefore, Correct option is:
0.05
(iv) pˆ
The sample proportion is:
(v) Do values for np and nq both exceed 5? Enter YES or NO for answer
Yes
(vi) Test statistic
The test statistic is:
-0.525
(vii) p-value corresponding to test statistic.
This is left tailed test.
The p-value is:
0.3015
(viii) Since p-value = 0.3015 > 0.05, fail to reject null hypothesis.
B. Fail to reject Ho
Enter letter corresponding to correct answer.
B
(ix) Select the statement that most correctly interprets the result of this test:
C. The result is not statistically significant at .05 level of significance. There is not enough evidence to show that the proportion of complaints due to identity theft in Alaska is less than 23%.
Enter letter corresponding to correct answer.
C