Math Problem Statement
x : 1.72,0.96,0.20 y:0.60,1.48,2.36. when comparing X and Y, which buries the most what's the value of the statistic
Solution
To determine which variable, or , exhibits more variability, we can compare the variance or standard deviation of each dataset. Variance and standard deviation are measures of how spread out the values are around the mean.
Let me first compute the mean and standard deviation for both and , and then compare their variability.
The values you provided are:
I'll calculate the standard deviation (which is the square root of the variance) for both datasets.For the given dataFor the given
- The mean of is , and its standard deviation is .
- The mean of is , and its standard deviation is .
Since the standard deviation of (0.88) is higher than that of (0.76), we can conclude that shows more variability compared to .
If you have any further questions or want more details, feel free to ask!
Here are 5 related questions you might find helpful:
- How is standard deviation calculated?
- What is the difference between variance and standard deviation?
- Why do we use the sample standard deviation (ddof=1) in statistics?
- How does mean affect the comparison of datasets' variability?
- What other measures can be used to compare the spread of data?
Tip: Standard deviation provides a sense of how spread out your data is. The larger the value, the more dispersed the data points are around the mean.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Statistics
Standard Deviation
Variance
Data Analysis
Formulas
Standard deviation formula: σ = sqrt(Σ(xi - μ)^2 / N)
Variance formula: σ^2 = Σ(xi - μ)^2 / N
Theorems
Properties of variance and standard deviation
Relationship between variance and spread of data
Suitable Grade Level
Grades 9-12
Related Recommendation
Understanding Standard Deviation and Spread of Data
Comparing Data Sets: Identifying Standard Deviation and Distribution
Comparing Data Sets to Find the Greatest Standard Deviation
Comparing Distribution 1a and 1b: Measure of Center and Variability
Determining Variability in Final Course Grades: Standard Deviation and Variance