In: Statistics and Probability
Computational Problems: To obtain the correct multiple-choice answers, perform the computational work and save it to review later when you compare your answers with mine, which will be uploaded on Canvas soon after you take the exam.
This is a computational problem that will cover questions A-P. A university security office investigates if there is a statistical difference in public endangerment driving between the three most common traffic violations students commit while driving on the campus streets (Group 1: driving while texting; Group 2: driving while smoking pot; Group 3: driving while eating burger and fries). Do all computational work, including the post-hoc tests and effect size, if necessary.
Group 1: x1 |
Group 2: x2 |
Group 3: x3 |
9 10 10 9 8 9 9 |
5 4 3 5 2 3 4 |
8 8 7 7 6 6 7 |
a) What is the sum of the squares between?
Group of answer choices
104.666
118.952
104.711
14.286
b) From question 51, what is the sum of the squares within?
Group of answer choices
105
119
118.952
14.286
104.666
c) From question 51, what is the sum of the squares total?
Group of answer choices
118.952
104.667
14.286
104.666
d) From question 51, what are the degrees of freedom?
Group of answer choices
degrees of freedom between
[ Choose ] 3 18 20 21 2
degrees of freedom within
[ Choose ] 3 18 20 21 2
degrees of freedom total
[ Choose ] 3 18 20 21 2
E) From question 51, what are the sample means?
Group of answer choices
sample mean group 1
[ Choose ] 9.714 3.8 3.714 7 -7 9.143
sample mean group 2
[ Choose ] 9.714 3.8 3.714 7 -7 9.143
sample mean group 3
[ Choose ] 9.714 3.8 3.714 7 -7 9.143
F) From question 51, state step 1:
Group of answer choices
H0: Not H1 // H1: u1 = u2 = u3
H1: u1 - u2 - u3 // H0: u + u2 + u3
H0: u1 = u2 = u3 // H1: Not H0
g) From question 51: what are the mean squares?
Group of answer choices
MS between
[ Choose ] .794 65.911 52.333
MS within
[ Choose ] .794 65.911 52.333
H) From question 51, what is the Fobt?
Group of answer choices
5.691
65.911
56.911
I) From question 51, what are the two F critical values?
Group of answer choices
alpha = .05
[ Choose ] 6.01 4.41 8.28 3.55
alpha = .01
[ Choose ] 6.01 4.41 8.28 3.55
K) From question 51, what is your decision, step 4?
Group of answer choices
Reject H0
Retain H0
L) From question 51, what is your conclusion, step 5?
Group of answer choices
It appears that there is a significant difference in public endangerment driving between the three most common traffic violations
It appears that there is no significant difference between driving while texting, driving while vaping marijuana, and driving while eating burger and fries
It appears that there is a difference between the number of endangerments.
M) From question 51, what is the value of Tukey's HSD?
Group of answer choices
1.213
7
1.368
1.579
N) From question 51, of the mean differences, which are significant?
Group of answer choices
5.429
[ Choose ] not significant no statistical significance undetermined significant
2.143
[ Choose ] not significant no statistical significance undetermined significant
-3.286
[ Choose ] not significant no statistical significance undetermined significant
O) From question 51, match the conclusion to each mean difference.
Group of answer choices
mean 1 - mean 2
[ Choose ] It appears that driving while eating burger and fries results in significantly more public endangerment driving than driving while smoking pot It appears that driving while texting results in significantly more public endangerment than driving while smoking pot It appears that driving while texting results in significantly more public endangerment driving than driving while eating burger and fries
mean 1 - mean 3
[ Choose ] It appears that driving while eating burger and fries results in significantly more public endangerment driving than driving while smoking pot It appears that driving while texting results in significantly more public endangerment than driving while smoking pot It appears that driving while texting results in significantly more public endangerment driving than driving while eating burger and fries
mean 2 - mean 3
[ Choose ] It appears that driving while eating burger and fries results in significantly more public endangerment driving than driving while smoking pot It appears that driving while texting results in significantly more public endangerment than driving while smoking pot It appears that driving while texting results in significantly more public endangerment driving than driving while eating burger and fries
p) From question 51, what is the effect size?
.880
Group of answer choices
[ Choose ] Tukey's HSD Eta square Confidence interval Point biserial squared coefficient Cohen's d
Answer:
For the given data, using One-way ANOVA:
From the ANOVA output,
a)
sum of the squares between = 104.666
b)
sum of the squares within = 14.286
c)
sum of the squares total = 118.952
d)
degrees of freedom between = 2
degrees of freedom within = 18
degrees of freedom total = 20
e)
sample mean group 1 = 9.143
sample mean group 2 = 3.714
sample mean group 3 = 7
f)
H0: u1 = u2 = u3 // H1: Not H0
g)
MS between = 52.333
MS within = 0.794
h)
Fobt = 65.911
i)
df1 = 2, df2 = 18
alpha = .05
F critical = 3.55 (using F table)
alpha = .01
F-critical = 6.01 (using F table)
k)
Reject H0
l)
It appears that there is a significant difference in public endangerment driving between the three most common traffic violations