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, XX or YY, 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 XX and YY, and then compare their variability.

The values you provided are:

  • X={1.72,0.96,0.20}X = \{1.72, 0.96, 0.20\}
  • Y={0.60,1.48,2.36}Y = \{0.60, 1.48, 2.36\}

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 XX is 0.960.96, and its standard deviation is 0.760.76.
  • The mean of YY is 1.481.48, and its standard deviation is 0.880.88.

Since the standard deviation of YY (0.88) is higher than that of XX (0.76), we can conclude that YY shows more variability compared to XX.

If you have any further questions or want more details, feel free to ask!

Here are 5 related questions you might find helpful:

  1. How is standard deviation calculated?
  2. What is the difference between variance and standard deviation?
  3. Why do we use the sample standard deviation (ddof=1) in statistics?
  4. How does mean affect the comparison of datasets' variability?
  5. 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.

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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