Researchers measured the data speeds for a particular smartphone carrier at 50 airports. The highest speed measured was 77.4 Mbps. The complete list of 50 data speeds has a mean of x= 16.36 Mbps and a standard deviation of s= 35.28 Mbps a. What is the difference between carrier's highest data speed and the mean of all 50 data speeds? b. How many standard deviations is that [the difference found in part (a)]? c. Convert the carrier's highest data speed to a z score. d. If we consider data speeds that convert to z scores between -2 and 2 to be neither significantly low nor significantly high, is the carrier's highest data speed significant? a. The difference is Mbps. (Type an integer or a decimal. Do not round.) b. The difference is standard deviations. (Round to two decimal places as needed.) c. The z score is z= (Round to two decimal places as needed) d. The carrier's highest data speed is significantly low significantly high not significant CCIDE
Researchers measured the data speeds for a particular smartphone carrier at 50 airports. The highest speed measured was 77.4 Mbps. The complete list of 50 data speeds has a mean of x= 16.36 Mbps and a standard deviation of s= 35.28 Mbps a. What is the difference between carrier's highest data speed and the mean of all 50 data speeds? b. How many standard deviations is that [the difference found in part (a)]? c. Convert the carrier's highest data speed to a z score. d. If we consider data speeds that convert to z scores between -2 and 2 to be neither significantly low nor significantly high, is the carrier's highest data speed significant? a. The difference is Mbps. (Type an integer or a decimal. Do not round.) b. The difference is standard deviations. (Round to two decimal places as needed.) c. The z score is z= (Round to two decimal places as needed) d. The carrier's highest data speed is significantly low significantly high not significant CCIDE
MATLAB: An Introduction with Applications
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Author:Amos Gilat
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![**Analyzing Data Speeds for a Smartphone Carrier**
Researchers measured the data speeds for a particular smartphone carrier at 50 airports. The highest speed measured was 77.4 Mbps. The complete list of 50 data speeds has a mean of \( \bar{x} = 16.36 \) Mbps and a standard deviation of \( s = 35.28 \) Mbps.
**Questions and Tasks:**
a. **Difference Calculation**
- What is the difference between the carrier's highest data speed and the mean of all 50 data speeds?
b. **Standard Deviations**
- How many standard deviations is that difference found in part (a)?
c. **Z Score Conversion**
- Convert the carrier's highest data speed to a z score.
d. **Significance Assessment**
- If we consider data speeds that convert to z scores between -2 and 2 to be neither significantly low nor significantly high, is the carrier’s highest data speed significant?
**Answers:**
a. The difference is \( \underline{\phantom{0}} \) Mbps.
- (Type an integer or a decimal. Do not round.)
b. The difference is \( \underline{\phantom{0}} \) standard deviations.
- (Round to two decimal places as needed.)
c. The z score is \( \underline{\phantom{0}} \).
- (Round to two decimal places as needed.)
d. The carrier’s highest data speed is
- [ ] significantly low
- [ ] significantly high
- [ ] not significant
**Explanation:**
When analyzing data speeds, it's useful to compare individual measurements to the overall distribution. Calculating the difference between a single data speed and the mean, then expressing this difference in terms of standard deviations (z score), helps determine whether a data point is typical or significant within a set. A z score further helps by showing how far away, and in what direction, a datapoint is from the mean of the dataset.
Please use these questions to calculate and understand any patterns or anomalies in data speed measurements at different locations.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fffc517a8-8d25-4dba-b5b9-bbe3039266d7%2F4d59b13a-0a9a-49c3-ba70-adbe5424e4d8%2Fkrzr6el_processed.jpeg&w=3840&q=75)
Transcribed Image Text:**Analyzing Data Speeds for a Smartphone Carrier**
Researchers measured the data speeds for a particular smartphone carrier at 50 airports. The highest speed measured was 77.4 Mbps. The complete list of 50 data speeds has a mean of \( \bar{x} = 16.36 \) Mbps and a standard deviation of \( s = 35.28 \) Mbps.
**Questions and Tasks:**
a. **Difference Calculation**
- What is the difference between the carrier's highest data speed and the mean of all 50 data speeds?
b. **Standard Deviations**
- How many standard deviations is that difference found in part (a)?
c. **Z Score Conversion**
- Convert the carrier's highest data speed to a z score.
d. **Significance Assessment**
- If we consider data speeds that convert to z scores between -2 and 2 to be neither significantly low nor significantly high, is the carrier’s highest data speed significant?
**Answers:**
a. The difference is \( \underline{\phantom{0}} \) Mbps.
- (Type an integer or a decimal. Do not round.)
b. The difference is \( \underline{\phantom{0}} \) standard deviations.
- (Round to two decimal places as needed.)
c. The z score is \( \underline{\phantom{0}} \).
- (Round to two decimal places as needed.)
d. The carrier’s highest data speed is
- [ ] significantly low
- [ ] significantly high
- [ ] not significant
**Explanation:**
When analyzing data speeds, it's useful to compare individual measurements to the overall distribution. Calculating the difference between a single data speed and the mean, then expressing this difference in terms of standard deviations (z score), helps determine whether a data point is typical or significant within a set. A z score further helps by showing how far away, and in what direction, a datapoint is from the mean of the dataset.
Please use these questions to calculate and understand any patterns or anomalies in data speed measurements at different locations.
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