Product Moment Correlation coefficient

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Homework Help Overview

The discussion revolves around the calculation of the product moment correlation coefficient, specifically focusing on the standard deviation and its computation. The original poster is attempting to verify their calculations of Sx and its correctness in relation to the answer key.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster questions the correctness of their formula and calculations for Sx, while others point out potential errors in the formula and the implications of the calculated value being larger than expected deviations from the mean.

Discussion Status

Participants are actively engaging in clarifying the concepts of standard deviation and its relationship to the mean. Some have provided insights into the nature of standard deviation, while the original poster expresses appreciation for the guidance received.

Contextual Notes

There is a noted discrepancy between the original poster's calculated value of Sx and the answer key, leading to questions about the formula used and the assumptions made regarding the data set.

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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