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Variance can be calculated in two ways:
Variance assumes that the returns series is a sample of the population. This is the calculation most commonly used.
If we denote by the mean of the returns, the variance is:
where is a return series, i.e., a sequence of returns for n time periods.
Population Variance assumes that the return series is the population.