Kaitlyn measures the upload speed in megabits per second of her home broadband internet connection during peak hours and off-peak hours. The results are provided in the accompanying table. Peak Off-Peak 5.83 5.14 6.05 6.80 7.14 6.98 3.54 5.77 5.45 7.27 5.90 6.62 5.81 6.19 4.82 6.08 6.37 6.59 4.65 5.58 5.30 7.41 6.48 6.26 5.96 6.37 5.79 6.31 6.84 6.55 5.06 4.95 5.61 7.03 6.45 6.77 Examine the results of Kaitlyn's test to determine the statements that compare the medians and interquartile ranges of the data sets to each other in terms of this situation. Select the two correct answers. The median upload speed during peak hours is 5.905 megabits per second, which is less than the median upload speed during off-peak hours, 7.005 megabits per second. The upload speeds during peak hours are slower on average compared to off-peak times. The median upload speed during peak hours is 6.37 megabits per second, which is greater than the median upload speed during off-peak hours, 6.08 megabits per second. The upload speeds during peak hours is faster on average compared to off-peak times. The median upload speed during peak hours is 5.595 megabits per second, which is less than the median upload speed during off-peak hours, 6.605 megabits per second. The upload speeds during peak hours is slower on average compared to off-peak times. The interquartile range is 0.69 megabit per second for the upload speed during peak hours, which is greater than the interquartile range during off-peak hours, 0.67 megabit per second. So the spread of the upload speeds during off-peak hours is about the same as during peak hours. The interquartile range is 0.77 megabit per second for the upload speed during peak hours, which is greater than the interquartile range during off-peak hours, 0.61 megabit per second. So the upload speeds are closer to each other during off-peak hours than during peak hours.
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.
Kaitlyn measures the upload speed in megabits per second of her home broadband internet connection during peak hours and off-peak hours. The results are provided in the accompanying table.
Peak | Off-Peak | ||||
---|---|---|---|---|---|
5.83 | 5.14 | 6.05 | 6.80 | 7.14 | 6.98 |
3.54 | 5.77 | 5.45 | 7.27 | 5.90 | 6.62 |
5.81 | 6.19 | 4.82 | 6.08 | 6.37 | 6.59 |
4.65 | 5.58 | 5.30 | 7.41 | 6.48 | 6.26 |
5.96 | 6.37 | 5.79 | 6.31 | 6.84 | 6.55 |
5.06 | 4.95 | 5.61 | 7.03 | 6.45 | 6.77 |
Examine the results of Kaitlyn's test to determine the statements that compare the medians and interquartile ranges of the data sets to each other in terms of this situation. Select the two correct answers.
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The
median upload speed during peak hours is 5.905 megabits per second, which is less than the median upload speed during off-peak hours, 7.005 megabits per second. The upload speeds during peak hours are slower on average compared to off-peak times. -
The median upload speed during peak hours is 6.37 megabits per second, which is greater than the median upload speed during off-peak hours, 6.08 megabits per second. The upload speeds during peak hours is faster on average compared to off-peak times.
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The median upload speed during peak hours is 5.595 megabits per second, which is less than the median upload speed during off-peak hours, 6.605 megabits per second. The upload speeds during peak hours is slower on average compared to off-peak times.
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The
interquartile range is 0.69 megabit per second for the upload speed during peak hours, which is greater than the interquartile range during off-peak hours, 0.67 megabit per second. So the spread of the upload speeds during off-peak hours is about the same as during peak hours. -
The interquartile range is 0.77 megabit per second for the upload speed during peak hours, which is greater than the interquartile range during off-peak hours, 0.61 megabit per second. So the upload speeds are closer to each other during off-peak hours than during peak hours.
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