1)Employers want to know which days of the week employees are absent in a five-day work week. Most employers would like to believe that employees are absent equally during the week. Suppose a random sample of 71 managers were asked on which day of the week they had the highest number of employee absences. The results were distributed as in Table. For the population of employees, do the days for the highest number of absences occur with equal frequencies during a five-day work week? Test at a 0.05% significance level.
Day | Observed Frequency |
---|---|
Monday | 10 |
Tuesday | 13 |
Wednesday | 19 |
Thursday | 14 |
Friday | 15 |
What is the chi-square test-statistic for this data? (Report answer
accurate to three decimal places.)
χ2=χ2=
What are the degrees of freedom for this test?
d.f. =
What is the p-value for this sample? (Report answer accurate to
four decimal places.)
p-value =
2)You are conducting a test of the claim that the row variable and the column variable are dependent in the following contingency table.
X | Y | Z | |
---|---|---|---|
A | 20 | 17 | 38 |
B | 26 | 50 | 47 |
Give all answers rounded to 3 places after the decimal point, if necessary.
(a) Enter the expected frequencies below:
X | Y | Z | |
---|---|---|---|
A | |||
B |
(b) What is the chi-square test-statistic for
this data?
Test Statistic: χ2=χ2=
(c) What is the critical value for this test of
independence when using a significance level of αα = 0.10?
Critical Value: χ2=
1)
Applying chi square test:
relative | observed | Expected | residual | Chi square | |
category | frequency | Oi | Ei=total*p | R2i=(Oi-Ei)/√Ei | R2i=(Oi-Ei)2/Ei |
Monday | 0.200 | 10 | 14.20 | -1.11 | 1.242 |
Tuesday | 0.200 | 13 | 14.20 | -0.32 | 0.101 |
Wednesday | 0.200 | 19 | 14.20 | 1.27 | 1.623 |
Thursday | 0.200 | 14 | 14.20 | -0.05 | 0.003 |
Friday | 0.200 | 15 | 14.20 | 0.21 | 0.045 |
total | 1.000 | 71 | 71 | 3.014 |
X2 =3.014
d.f. = 4
p-value = 0.5555
2)
a)
Ei=row total*column total/grand total | X | Y | Z |
A | 17.424 | 25.379 | 32.197 |
B | 28.576 | 41.621 | 52.803 |
b)
X2 =6.750
c)
Critical Value: χ2=4.605
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