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6:26
Khan Academy
Variance and standard deviation of a discrete random variable
We learn how to calculate the mean and standard deviation of a discrete random variable. The concept of a random variable is explained, along with methods to calculate its expected value (mean) and measure its spread (variance and standard deviation). A practical example makes the concept easier to understand.
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This video focuses on explaining the advantages of using standard deviation as a measure of variability compared to the range. Standard deviation and range are both measures that help us understand the spread or dispersion of data in a dataset. While the range provides a simple measure by considering only the difference between the largest and smallest values, it has certain limitations. The range is highly sensitive to outliers and does not consider the entire dataset, making it less reliable a
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