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32. How are schools doing? Refer to Exercises 28 and 30 .

(a) Check that the conditions for performing the chi-square test are met.

(b) Use Table Cto find the P-value. Then use your calculator's 2cdfcommand.

(c) Interpret the P-value from the calculator in context.

(d) What conclusion would you draw? Justify your answer.

Short Answer

Expert verified

(a) The chi-square test can be applied to the given dataset.

(b) The p-values is 0.0042.

(c) The probability of obtaining a sample as extreme as or more extreme than the current sample is 0.0042if there is no link between black, Hispanic, and white parents.

(d) There is enough data to establish that black, Hispanic, and white parents have different parenting styles.

Step by step solution

01

Part (a)Step 1: Given information

Given in the question that, We need to check whether the conditions for performing the chi-square test are met in exercises 28 and 30 .

02

Part(a) Step 2: Explanation

Given:

For both questions, use the provided observation table.

The Expected table is,


Black Parents(B)Hispanic Parents(H)White Parents(W)
Excellent

22.7041

22.704122.5917
Good

68.4463

68.446368.1074
Fair

65.4413

65.441365.1174
Poor

24.0397

24.039723.9207
Don't know

24.0397

24.039723.9207
Total

21.3686

21.368621.2628

The chi-suare test must meet the following requirements:

  • There are two category variables.
  • There are two or more categories for each variable.
  • Independent observation
  • The anticipated frequency is at least 1 or at least 5 for the vast majority of cells (80%).

Because the information provided meets all of the criteria. As a result, the chi-square test can be used on the data set in question.

03

Part(b) Step 1: Given information

Given in the question that, We need to use Table C to find the P-value. Then use our calculator's 2cdfcommand.

04

Part (b) Step 2: Explanation

The test statistics for exercise 30 are 22.4260, respectively.

df=(n-1)(m-1)

p-value =P2>test2

For both test values, the degree of freedom can be determined as follows:

df=(5-1)(3-1)

=8

To find p-value on TI83, use the following command: "2cdf(22.4260,99,8)"

The result is,

05

Part(c) Step 1: Given information

Given in the question that, We need to interpret the P-value from the calculator in context.

06

Part(c) Step 2: Explanation

The null and alternative hypothesis are numbered 30

H0:There is no difference between Black,Hispanic, and White parents

width="313" height="48" role="math">H1:There is a difference between Black,Hispanic, and White parents

The p-value shows the possibility of generating results as extreme as the test statistic value if the null hypothesis is true.

The probability of obtaining a sample as extreme as or more extreme than the current sample is 0.0042if there is no link between black, Hispanic, and white parents.

07

Part(d) Step 1: Given information

Given in the question that, we need to justify our conclusion

08

Part (d) Step 2: Explanation

When the p-value is less than the level of significance, the null hypothesis is rejected.

The p-value is smaller than the level of significance in this case. As a result, the null hypothesis is ruled out.

As a result, there is enough data to establish that black, Hispanic, and white parents have different parenting styles.

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