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Mean, variation, standard distribution

Definitions

These three concepts are the basics of the following topics, therefore it is very important to understand them.
       
    • Mean
    • : The mean usually refers either to the expected value of a random variable or to the arithmetic average of a set of data
    • Variance:
    • A measure of variability defined as the expected value of the square of the random variable around its mean
    • Standard Deviation:
    • The positive square root of the variance. The standard deviation is the most widely used measure of variability.