Math Problem Statement
Solution
Let's solve the problem based on the given data.
Data:
- One-Year CD Yields: 5.36, 5.32, 5.30, 5.31, 5.24
- Five-Year CD Yields: 5.94, 5.90, 5.84, 5.84, 5.78
Part (a) Compute for One-Year and Five-Year CDs:
- Variance
- Standard Deviation
- Range
- Coefficient of Variation (CV)
1. Variance Formula:
Where is the mean of the data.
2. Standard Deviation (SD):
3. Range:
4. Coefficient of Variation (CV):
I'll compute these values for both the One-Year and Five-Year CDs. Let's start with the One-Year CD data first. I'll calculate everything step by step.### Calculations for One-Year and Five-Year CDs:
One-Year CDs:
- Mean: 5.306
- Variance: 0.00150
- Standard Deviation: 0.03878
- Range: 0.12
- Coefficient of Variation (CV): 0.731%
Five-Year CDs:
- Mean: 5.86
- Variance: 0.00304
- Standard Deviation: 0.05514
- Range: 0.16
- Coefficient of Variation (CV): 0.941%
Part (b) Explanation:
Based on the results, the Five-Year CDs have a larger variance, standard deviation, and coefficient of variation, indicating that the yields for Five-Year CDs have more variation compared to the One-Year CDs.
Would you like more details on any step, or have any questions?
5 Related Questions:
- How do you interpret variance in data?
- Why is the coefficient of variation useful when comparing data sets with different means?
- What is the relationship between variance and standard deviation?
- How does range differ from standard deviation in terms of measuring spread?
- Can high variability in CD rates impact investment decisions?
Tip:
When comparing datasets with different means, the coefficient of variation (CV) is a better measure of relative variability than standard deviation.
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Math Problem Analysis
Mathematical Concepts
Statistics
Descriptive Statistics
Variance
Standard Deviation
Range
Coefficient of Variation
Formulas
Variance: σ² = Σ(xi - μ)² / n
Standard Deviation: σ = √Variance
Range: Range = Max - Min
Coefficient of Variation: CV = (σ / μ) * 100%
Theorems
None
Suitable Grade Level
Grades 11-12 or College-Level Statistics
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