Ethnic Group A B с Column Total $1-50 88 96 76 100 360 USE SALT (a) What is the level of significance? Number of People Making Contribution $51-100 55 47 65 89 256 $101-150 $151-200 34 52 67 50 71 240 State the null and alternate hypotheses. OH: Contribution level and ethnic group are not independent. H₁: Contribution level and ethnic group are not independent. OH: Contribution level and ethnic group are independent. H₁: Contribution level and ethnic group are independent. 29 45 54 162 Over $200 22 25 30 26 103 Row Total 251 264 266 340 1121

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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After a large fund drive to help the Boston City Library, the following information was obtained from a random sample of contributors to the library fund. Using a 1% level of significance, test the claim that the amount contributed to the library fund is independent of ethnic group.
Number of People Making Contribution
$51-100
55
47
65
89
256
Ethnic Group
A
B
с
D
Column Total
USE SALT
$1-50
88
96
76
100
360
(a) What is the level of significance?
State the null and alternate hypotheses.
O Ho: Contribution level and ethnic group are not independent.
H₁: Contribution level and ethnic group are not independent.
$101-150 $151-200 Over $200
52
67
O Ho: Contribution level and ethnic group are independent.
H₁: Contribution level and ethnic group are independent.
50
71
240
O Ho: Contribution level and ethnic group are independent.
H₁: Contribution level and ethnic group are not independent.
O Ho: Contribution level and ethnic group are not independent.
H₁: Contribution level and ethnic group are independent.
Are all the expected frequencies greater than 5?
O Yes
O No
What sampling distribution will you use?
O uniform
O Student's t
O binomial
O normal
O chi-square
What are the degrees of freedom?
34
29
45
54
162
22
25
30
(b) Find the value of the chi-square statistic for the sample. (Round the expected frequencies to at least three decimal places. Round the test statistic to three decimal places.)
26
103
Row Total
251
264
266
340
1121
Transcribed Image Text:After a large fund drive to help the Boston City Library, the following information was obtained from a random sample of contributors to the library fund. Using a 1% level of significance, test the claim that the amount contributed to the library fund is independent of ethnic group. Number of People Making Contribution $51-100 55 47 65 89 256 Ethnic Group A B с D Column Total USE SALT $1-50 88 96 76 100 360 (a) What is the level of significance? State the null and alternate hypotheses. O Ho: Contribution level and ethnic group are not independent. H₁: Contribution level and ethnic group are not independent. $101-150 $151-200 Over $200 52 67 O Ho: Contribution level and ethnic group are independent. H₁: Contribution level and ethnic group are independent. 50 71 240 O Ho: Contribution level and ethnic group are independent. H₁: Contribution level and ethnic group are not independent. O Ho: Contribution level and ethnic group are not independent. H₁: Contribution level and ethnic group are independent. Are all the expected frequencies greater than 5? O Yes O No What sampling distribution will you use? O uniform O Student's t O binomial O normal O chi-square What are the degrees of freedom? 34 29 45 54 162 22 25 30 (b) Find the value of the chi-square statistic for the sample. (Round the expected frequencies to at least three decimal places. Round the test statistic to three decimal places.) 26 103 Row Total 251 264 266 340 1121
(c) Find or estimate the P-value of the sample test statistic. (Round your answer to three decimal places.)
p-value > 0.100
O 0.050 < p-value < 0.100
O 0.025 < p-value < 0.050
O 0.010 < p-value < 0.025
O 0.005 < p-value < 0.010
O p-value < 0.005
(d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis of independence?
Since the P-value > a, we fail to reject the null hypothesis.
Since the P-value > a, we reject the null hypothesis.
Since the P-value ≤ a, we reject the null hypothesis.
O Since the P-value sa, we fail to reject the null hypothesis.
(e) Interpret your conclusion in the context of the application.
O At the 1% level of significance, there is sufficient evidence to conclude that contribution level and ethnic group are not independent.
At the 1% level of significance, there is insufficient evidence to conclude that contribution level and ethnic group are not independent.
Transcribed Image Text:(c) Find or estimate the P-value of the sample test statistic. (Round your answer to three decimal places.) p-value > 0.100 O 0.050 < p-value < 0.100 O 0.025 < p-value < 0.050 O 0.010 < p-value < 0.025 O 0.005 < p-value < 0.010 O p-value < 0.005 (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis of independence? Since the P-value > a, we fail to reject the null hypothesis. Since the P-value > a, we reject the null hypothesis. Since the P-value ≤ a, we reject the null hypothesis. O Since the P-value sa, we fail to reject the null hypothesis. (e) Interpret your conclusion in the context of the application. O At the 1% level of significance, there is sufficient evidence to conclude that contribution level and ethnic group are not independent. At the 1% level of significance, there is insufficient evidence to conclude that contribution level and ethnic group are not independent.
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