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...Outline h lecture hdescriptive statistics hprobability likelihood hthe frequentist approach bayesian hanalysis example descriptive definition a statistic is any function of the data x given sample it often interest n to compute such as average i and variance s in analysis good practice study ensemble averages denoted by relevant mean error bias bx v square mse exercise show this vb most widely used measure closeness an true value root rms...