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Ask by Schneider Wilson. in the United States
Dec 17,2024

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Solución

To find , we need to understand the context in which this probability is being calculated. Typically, represents the mean and represents the standard deviation of a probability distribution, often a normal distribution.
Assuming follows a normal distribution , we can standardize the variable to use the standard normal distribution :
We want to find:
First, we standardize :
Using the properties of the standard normal distribution, we know:
From standard normal distribution tables or using a calculator, we find:
Thus,
Therefore, if follows a normal distribution, we have:
This means that approximately 84.13% of the values in a normal distribution are greater than or equal to one standard deviation below the mean.

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Bonus Knowledge

Did you know that the expression relates to the concept of the empirical rule or the 68-95-99.7 rule in statistics? This rule tells us that about 68% of data in a normal distribution lies within one standard deviation from the mean . So if you’re looking at data points above one standard deviation below the mean, you’re capturing a significant portion of your data—probably around 84%!
In practical applications, understanding probabilities like can help in fields like finance, healthcare, and quality control. For instance, if you treat as the score of students in an exam, knowing how many students scored above an average minus one standard deviation helps educators identify those who might need extra support versus those who are excelling!

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