Does network performance vary between providers? The accompanying data table provides the download speed (in Mbps) on wireless connections of Company X and Company Y in 23 cities. Complete parts (a) through (d). E Click the icon to view the data table. a. At the 0.01 level of significance, is there evidence of a difference in the mean download speed between Company X and Company Y? Let u, be the population mean download speed of Company X and let u, be the mean download speed of Company Y. State the null and alternative hypotheses. Choose the correct answer below. O B. Ho: Ho = 0 (where Hp =H1 -2) O A. Ho: Ho =0 (where Ho =H /) H,: Ho 20 H,: Ho <0 O D. Ho: Ho =0 (where Hp =H, /H2) H,: Ho #0 OC. Ho: Ho =0 (where Hp = H, - H2) H,: Ho >0 O E. Ho: HD =0 (where Ho = H1 - H2) H: Ho #0 OF. Ho: Ho #0 (where µp = H1 - P2) H,: Ho =0 The test statistic is. (Round to two decimal places as needed.) The p-value isO (Round to three decimal places as needed.) Since the p-value is V the value of a There is V evidence of a difference in the mean download speeds between Company X and Company Y. b. What assumption about the download speeds is necessary to perform this test? O A. It must be assumed that the distribution of the differences between the measurements is approximately uniform. O B. It must be assumed that the distribution of the differences between the measurements is approximately normal. OC. It must be assumed that the distribution of the differences between the measurements is skewed.
Inverse Normal Distribution
The method used for finding the corresponding z-critical value in a normal distribution using the known probability is said to be an inverse normal distribution. The inverse normal distribution is a continuous probability distribution with a family of two parameters.
Mean, Median, Mode
It is a descriptive summary of a data set. It can be defined by using some of the measures. The central tendencies do not provide information regarding individual data from the dataset. However, they give a summary of the data set. The central tendency or measure of central tendency is a central or typical value for a probability distribution.
Z-Scores
A z-score is a unit of measurement used in statistics to describe the position of a raw score in terms of its distance from the mean, measured with reference to standard deviation from the mean. Z-scores are useful in statistics because they allow comparison between two scores that belong to different normal distributions.
City Company X Company Y
City 1 63.69 72.36
City 2 63.88 71.97
City 3 64.51 66.3
City 4 61.66 70.65
City 5 68.11 73.37
City 6 62.92 70.69
City 7 66.74 72.78
City 8 62.44 73.03
City 9 67.68 75.86
City 10 62.23 71.82
City 11 66.75 72.94
City 12 75.49 69.32
City 13 67 69.35
City 14 63.08 69.28
City 15 67.76 69.51
City 16 68.72 74.9
City 17 63.91 71.43
City 18 64.29 72.49
City 19 58.8 71.15
City 20 63.3 68.09
City 21 67.69 71.73
City 22 70.54 70.84
City 23 66.62 69.25
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