In: Statistics and Probability
The number of cell phones per 100 residents in countries in Europe is given below for the year 2010. The number of cell phones per 100 residents in countries of the Americas is also given below for the year 2010 ("Population reference bureau," 2013).
Number of Cell Phones per 100 Residents in Europe
100 |
76 |
100 |
130 |
75 |
84 |
112 |
84 |
138 |
133 |
118 |
134 |
126 |
188 |
129 |
93 |
64 |
128 |
124 |
122 |
109 |
121 |
127 |
152 |
96 |
63 |
99 |
95 |
151 |
147 |
123 |
95 |
67 |
67 |
118 |
125 |
110 |
115 |
140 |
115 |
141 |
77 |
98 |
102 |
102 |
112 |
118 |
118 |
54 |
23 |
121 |
126 |
47 |
Number of Cell Phones per 100 Residents in the Americas
158 |
117 |
106 |
159 |
53 |
50 |
78 |
66 |
88 |
92 |
42 |
3 |
150 |
72 |
86 |
113 |
50 |
58 |
70 |
109 |
37 |
32 |
85 |
101 |
75 |
69 |
55 |
115 |
95 |
73 |
86 |
157 |
100 |
119 |
81 |
113 |
87 |
105 |
96 |
Call Europe 1 and Americas 2 in proceeding with analyses.
#8. Find the 98% confidence interval for the difference in mean number of cell phones for residents in Europe and the Americas. Fill in blank 1 to report the bounds of the 98% CI. Enter your answers as lower bound,upper bound with no additional spaces and rounding bounds to three decimals.
Blank #1: 98% confident that the true mean difference in number of cell phones per 100 residents in Europe and the Americas is between _____________and ___________________. In other words, the mean number of cell phones per 100 residents in Europe is anywhere from _________________ to _________________ more than the mean number of cell phones per 100 residents in the Americas.
#7. Is there enough evidence to show that the mean number of cell phones per 100 residents in countries of Europe is more than in countries of the Americas? Test at the 1% level.
Use the framework below to guide your work.
Hypotheses: : Ho: mu1 = mu2; Ha: mu1 > mu2
Blank #2: Test statistic = _________ (round to two decimal places)
Blank #3: p-value = __________ (round to four decimal places)
Blank #4: Test decision: We decide to ___________ Ho (reject or do not reject)
Blank #5: Conclusion back into the words of problem: The evidence __________(favors or does not favor) that the mean number of cell phones per 100 residents is more for residents in Europe than it is for residents in the Americas.
Question 2 options:
Blank # 1 | |
Blank # 2 | |
Blank # 3 | |
Blank # 4 | |
Blank # 5 |
8) For Europe the sample size, mean, and standard deviation are
For America the sample size, mean, and standard deviation are
The standard error is
Now the difference, in means is
Now the number of degrees of freedom is 53+39-2=90
So for 98% confidence interval we have the critical value as
So, the margin of error is
Hence the interval is
7) The value of test static is
The test is right tailed test, with number of degrees of freedom is 90, the P-value is
So reject the null hypothesis as p-value is 0.0017<0.01
So, The evidence favors that the mean number of cell phones per 100 residents is more for residents in Europe than it is for residents in the Americas.