Product Moment Correlation coefficient

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SUMMARY

The discussion centers on the calculation of the standard deviation (Sx) in the context of the Product Moment Correlation coefficient. The user initially calculated Sx as 43.3, which was incorrect, as the answer key indicated Sx should be 11.2. The error was identified as a missing prefactor in the formula for Sx, leading to the conclusion that the calculated value exceeded the maximum deviation from the mean, which is not possible for standard deviation.

PREREQUISITES
  • Understanding of the Product Moment Correlation coefficient
  • Familiarity with standard deviation calculations
  • Knowledge of statistical measures such as mean and deviation
  • Ability to apply formulas in statistical contexts
NEXT STEPS
  • Review the formula for standard deviation, specifically the calculation of Sx
  • Study the concept of deviations from the mean in statistical analysis
  • Learn about the implications of incorrect calculations in statistical measures
  • Explore the relationship between standard deviation and the Product Moment Correlation coefficient
USEFUL FOR

Students, educators, and professionals in statistics or data analysis who seek to understand the correct application of standard deviation in correlation calculations.

songoku
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Homework Statement


pmcc_zps40c6535f.png



Homework Equations


r=\frac{S_{xy}}{S_{x} S_{y}}

S_{x}=\sqrt{\Sigma(x-\bar{x})^2}

The Attempt at a Solution



I have calculated the value of Sx several times and I got 43.3 but the answer key said that Sx = 11.2

1. Is my formula correct?
2. If yes, is my calculation correct?

Thanks
 
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43.3 is larger than the largest deviation from the average, it cannot be the standard deviation.
I think there is a prefactor missing in your formula for S_x.
 
mfb said:
43.3 is larger than the largest deviation from the average, it cannot be the standard deviation.
I think there is a prefactor missing in your formula for S_x.

I just found out that my formula is wrong.

What do you mean by "43.3 is larger than the largest deviation from the average" ? Please explain because I really want have that kind of insight :smile:

Thanks
 
The standard deviation is a measure for the "typical", or "average"* deviation from the mean. You have a mean somewhere at ~30 (guessed), so the largest deviation from the mean is about 24. The typical deviation cannot be larger than this.

*squared average, to be precise
 
mfb said:
The standard deviation is a measure for the "typical", or "average"* deviation from the mean. You have a mean somewhere at ~30 (guessed), so the largest deviation from the mean is about 24. The typical deviation cannot be larger than this.

*squared average, to be precise

I get it. Thanks a lot for your help
 

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