Math Problem Statement
The daily number of hours worked by a student in recent few days are displayed below:
4, 4-2, 4+3, 4 + 1, 4 + 2, 4 -3, 4 -1, 4 + 4.
Simplify these eight numbers and then find the variance of these numbers.
Solution
First, let's simplify the given numbers:
So, the simplified numbers are:
Next, we calculate the variance of these numbers.
- Calculate the mean ():
- Calculate each squared deviation from the mean:
- Calculate the variance ():
So, the variance of these numbers is .
Would you like further details or have any questions?
Here are 8 relative questions that expand on this topic:
- What is the significance of variance in a data set?
- How do you calculate the standard deviation from the variance?
- Can the variance ever be negative?
- How would the variance change if all the numbers were doubled?
- What are some real-life applications of variance?
- How does variance relate to the concept of dispersion in statistics?
- What is the difference between sample variance and population variance?
- How can you interpret a high variance versus a low variance in data?
Tip: Variance is a measure of how spread out the values in a data set are. Understanding variance helps in analyzing the consistency and reliability of the data.
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Math Problem Analysis
Mathematical Concepts
Statistics
Variance
Formulas
Variance formula: \( \sigma^2 = \frac{1}{n} \sum_{i=1}^{n} (x_i - \mu)^2 \)
Theorems
-
Suitable Grade Level
Advanced High School