Relative Variance: Calories vs Sugar

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    Relative Variance
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SUMMARY

The discussion focuses on calculating the coefficient of variation (CV) for calories and sugar content in a product. The calculated CV for calories is 49%, while for sugar, it is 57.77%. This indicates that the relative variance of sugar is higher than that of calories, contradicting the initial assumption. The terms 'standard deviation' and 'variance' are clarified, emphasizing the importance of using the correct terminology in statistical analysis.

PREREQUISITES
  • Understanding of coefficient of variation (CV)
  • Knowledge of standard deviation and variance
  • Basic statistical concepts related to mean and variability
  • Familiarity with data analysis in product nutrition
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  • Study the implications of coefficient of variation in nutritional analysis
  • Learn about the differences between standard deviation and variance
  • Explore statistical software tools for calculating CV, such as R or Python
  • Research how relative variance impacts product labeling and consumer perception
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Data analysts, nutritionists, and product developers who are involved in nutritional labeling and statistical analysis of food products.

evinda
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Hello! (Wave)

Suppose that we calculate the calories and the quantity of sugar at the package of a product. For the calories we have mean value $10$ and standard variation $4,90$. For the quantity of sugar we have corresponding values $5,85$ and $3,38$, respectively. (Use CV). I want to find the relative variance between the calories and the quantity of sugar.

I have thought the following:

$$CV_{\text{cal}}=\frac{4,90}{10} 100%=49%$$
$$CV_{\text{sug}}=\frac{3,38}{5,85} 100%=57,77%$$

So the calories have higher relative variance inrelation to the quantity of sugar.
Am I right? Or have I done something wrong? (Thinking)
 
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evinda said:
Suppose that we calculate the calories and the quantity of sugar at the package of a product. For the calories we have mean value $10$ and standard variation $4,90$. For the quantity of sugar we have corresponding values $5,85$ and $3,38$, respectively. (Use CV). I want to find the relative variance between the calories and the quantity of sugar.

I have thought the following:

$$CV_{\text{cal}}=\frac{4,90}{10} 100%=49%$$
$$CV_{\text{sug}}=\frac{3,38}{5,85} 100%=57,77%$$

So the calories have higher relative variance inrelation to the quantity of sugar.
Am I right? Or have I done something wrong? (Thinking)

Hey evinda!

I'm not aware of anything called 'standard variation'.
Do you mean 'standard deviation', or do you mean 'variance'? 🤔

Either way, CV is based on 'standard deviation', so if that is what you have, it's fine.
Otherwise we need to take the square root first.

It doesn't really matter for the comparison though.
But it's the other way around isn't it?
That is, the relative variability (CV) of the sugar quantity is higher. 🤔
 

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