Concept explainers
a)
To verify the conditions for inference.
a)

Answer to Problem 32E
All conditions satisfied.
Explanation of Solution
Given:
Water temperature | |||||
Cold | Neutral | Hot | Total | ||
Hatching status | Yes | 16 | 38 | 75 | 129 |
No | 11 | 18 | 29 | 58 | |
Total | 27 | 56 | 104 | 187 |
Calculation:
The conditions of chi square test are: Random, Independence and Large counts.
The eggs randomly assigned to a water temperature, so condition of random sample is satisfied.
The
The expected count of each survey is at least 5 so, condition of large count is satisfied.
b)
To find p-value using table
b)

Answer to Problem 32E
P-value > 0.25
Explanation of Solution
Given:
Water temperature | |||||
Cold | Neutral | Hot | Total | ||
Hatching status | Yes | 16 | 38 | 75 | 129 |
No | 11 | 18 | 29 | 58 | |
Total | 27 | 56 | 104 | 187 |
The value of chi square test statistic is 1.7033
Formula:
The degrees of freedom =
Calculation:
The degrees of freedom =
Using table, p-value is
p > 0.25
c)
To find p-value using calculator
c)

Answer to Problem 32E
P-value is 0.4267
Explanation of Solution
Given:
Water temperature | |||||
Cold | Neutral | Hot | Total | ||
Hatching status | Yes | 16 | 38 | 75 | 129 |
No | 11 | 18 | 29 | 58 | |
Total | 27 | 56 | 104 | 187 |
The value of chi square test statistic is 1.7033
Formula:
The degrees of freedom =
Calculation:
The degrees of freedom =
Using excel formula, =CHIDIST(1.7033,2)
P-value = 0.4267 = 42.67%
Therefore, there is 42.67% chance of obtaining the sample results of more extreme, when the distribution of hatching are not same for each temperature.
d)
To explain conclusion.
d)

Answer to Problem 32E
There is no convincing evidence that the distribution of hatching is not the same for each water temperature.
Explanation of Solution
Given:
Water temperature | |||||
Cold | Neutral | Hot | Total | ||
Hatching status | Yes | 16 | 38 | 75 | 129 |
No | 11 | 18 | 29 | 58 | |
Total | 27 | 56 | 104 | 187 |
The value of chi square test statistic is 1.7033
P-value = 0.4267
Calculation:
Decision: P-value > 0.10, fail to reject H0.
Conclusion: There is no convincing evidence that the distribution of hatching is not the same for each water temperature.
Chapter 11 Solutions
PRACTICE OF STATISTICS F/AP EXAM
Additional Math Textbook Solutions
College Algebra (7th Edition)
Elementary Statistics
Elementary Statistics: Picturing the World (7th Edition)
Calculus: Early Transcendentals (2nd Edition)
Thinking Mathematically (6th Edition)
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