Question

In: Statistics and Probability

You are conducting a test of the claim that the row variable and the column variable...

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 46 33 49
B 33 14 38

Give all answers rounded to 3 places after the decimal point, if necessary.

(a) Enter the expected frequencies below:

X Y Z
A
B

To find the expected frequencies:

  1. Enter the observed matrix into the calculator, per the Technology Corner.
  2. Perform the test, per the Technology Corner.
  3. Return to the matrix menu and view the B matrix. This will be the expected frequencies.

(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=χ2=  (Enter 4.605 as the answer to this question.)

(d) What is the correct conclusion of this hypothesis test at the 0.10 significance level?

  • There is sufficient evidence to warrant rejection of the claim that the row and column variables are dependent.
  • There is not sufficient evidence to support the claim that the row and column variables are dependent.
  • There is not sufficient evidence to warrant rejection of the claim that the row and column variables are dependent.
  • There is sufficient evidence to support the claim that the row and column variables are dependent.

Remember to give all answers rounded to 3 places after the decimal point, if necessary.

Solutions

Expert Solution

a)

Expected Ei=row total*column total/grand total x y z
A 47.474 28.244 52.282
B 31.526 18.756 34.718

b)

Applying chi square test of independence:
chi square    χ2 =(Oi-Ei)2/Ei x y z Total
A 0.046 0.801 0.206 1.0526
B 0.069 1.2059 0.3102 1.5851
total 0.1147 2.0067 0.5162 2.638
test statistic X2 = 2.6376~ 2.638

c)

for 2 df and 0.1 level , critical value       χ2= 4.605

d)

There is not sufficient evidence to support the claim that the row and column variables are dependent.


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