Math Problem Statement
A cellular phone company monitors monthly phone usage. The following data represent the monthly phone use in minutes of one particular customer for the past 20 months. Use the given data to answer parts (a) and (b).
327327
456456
498498
396396
505505 350350
506506
349349
342342
320320
530530
462462
430430
414414
465465
552552
463463
439439
358358
363363
Question content area bottom
Part 1
(a) Determine the standard deviation and interquartile range of the data.
sequals=enter your response here
(Round to two decimal places as needed.)
Solution
To determine the standard deviation and the interquartile range (IQR) of the data, we need to follow these steps:
1. Standard Deviation:
The standard deviation is calculated using the formula:
Where:
- represents each data point.
- is the mean of the data.
- is the number of data points.
2. Interquartile Range (IQR):
The IQR is the difference between the third quartile and the first quartile :
Given Data:
The monthly phone usage (in minutes) for 20 months is:
Let me compute both the standard deviation and IQR.The standard deviation of the data is approximately minutes, and the interquartile range (IQR) is minutes.
Would you like a detailed explanation of how these values were computed, or do you have any other questions?
Here are 5 related questions you might find interesting:
- How is the mean value calculated for this data set?
- What is the significance of standard deviation in analyzing data variability?
- How do the quartiles relate to the median in a data set?
- Can you calculate the variance from the standard deviation?
- How would outliers in the data affect the standard deviation and IQR?
Tip: The IQR is a robust measure of variability, as it is not influenced by extreme values, unlike the standard deviation.
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Math Problem Analysis
Mathematical Concepts
Statistics
Data Analysis
Measures of Dispersion
Formulas
Standard deviation formula: s = sqrt(Σ(x_i - x̄)² / (n - 1))
Interquartile Range (IQR) formula: IQR = Q3 - Q1
Theorems
Empirical Rule (for standard deviation)
Quartile Theorem
Suitable Grade Level
Grades 9-12
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