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Statistical Definitions Symbol Name Mu Sigma Squared Sigma Delta X Bar Alpha Beta Description Mean, or arithmetic average of a population Variance of a population Standard deviation of a population; square root of the population variance Effect size; difference between the mean of an experimental group and a control group divided by the standard deviation Mean, or arithmetic average of a sample, which is a subset of the population; used to estimate the population’s mean Variance of a sample; used to estimate the variance of a population Standard deviation of a sample; used to estimate the standard deviation of a population Probability of a Type I error Probability of a Type II error