A person’s educational attainment and age group was collected by the U.S. Census
ID: 2946508 • Letter: A
Question
A person’s educational attainment and age group was collected by the U.S. Census Bureau in 1984 to see if age group and educational attainment are related. The counts in thousands are in following table ("Education by age," 2013):
Table: Educational Attainment and Age Group
Education
Age Group
Row Total
25-34
35-44
45-54
55-64
>64
Did not complete HS
5416
5030
5777
7606
13746
37575
Competed HS
16431
1855
9435
8795
7558
44074
College 1-3 years
8555
5576
3124
2524
2503
22282
College 4 or more years
9771
7596
3904
3109
2483
26863
Column Total
40173
20057
22240
22034
26290
130794
Do the data show that educational attainment and age are independent? Test at the 5% level.
(i) Which of the following statements correctly defines the null hypothesis HO?
A. level of educational attainment is not independent of age
B. level of educational attainment is independent of age
C. neither of these statements is correct for HO
Enter letter corresponding to correct answer
(ii) Which of the following statements correctly defines the alternate hypothesis HA?
A. level of educational attainment is not independent of age
B. level of educational attainment is independent of age
C. neither of these statements is correct for HO
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) Are any of the expected frequency values (for which HO is true) for any cell in your table less than 5? Calculate the expected frequencies using technology, the select most correct answer:
A. yes - this will not affect results of hypothesis test
B. yes - this may invalidate results of hypothesis test
C. no - this will not affect results of hypothesis test
D. no - this may invalidate results of hypothesis test
Enter letter corresponding to correct answer. Recommend using (Chi-Square Test of Independence Applet) to create contingency table of expected and observed frequency values in order to answer this question.
(v) Using calculator, spreadsheet, or online calculator, determine test statistic:
Enter value to nearest integer.
Recommended online calculator: Chi-Square Test of Independence Applet
(vi) Using tables, calculator, or spreadsheet: Determine and enter p-value corresponding to test statistic.
Enter value in decimal form rounded to nearest ten-thousandth. Examples of correctly entered answers:
0.0001 0.0021 0.0305 0.6004 0.8143 1.0000
Recommended online calculator: Chi-Square Test of Independence Applet
(vii) Comparing p-value and ? value, which is the correct decision to make for this hypothesis test?
A. Accept Ho
B. Accept HA
C. Reject Ho
D. Fail to reject Ho
Enter letter corresponding to correct answer.
(viii) Select the statement that most correctly interprets the result of this test:
A. The result is statistically significant at .05 level of significance. There is not enough evidence to support the claim that level of educational attainment and age are NOT independent.
B. The result is statistically significant at .05 level of significance. Sufficient evidence exists to support the claim that level of educational attainment and age are NOT independent.
C. The result is not statistically significant at .05 level of significance. Sufficient evidence exists to support the claim that level of educational attainment and age are NOT independent.
D. The result is not statistically significant at .05 level of significance. There is not enough evidence to support the claim that level of educational attainment and age are NOT independent.
Enter letter corresponding to most correct answer
Education
Age Group
Row Total
25-34
35-44
45-54
55-64
>64
Did not complete HS
5416
5030
5777
7606
13746
37575
Competed HS
16431
1855
9435
8795
7558
44074
College 1-3 years
8555
5576
3124
2524
2503
22282
College 4 or more years
9771
7596
3904
3109
2483
26863
Column Total
40173
20057
22240
22034
26290
130794
Explanation / Answer
1) level of education attainment is independent of age
2) level of education attainment is not independent of age
3) let the Los be Alfa = 0.05
4) option d
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