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Estimates of population parameters based on samples are not exact: there is always some error involved. In principle, one can estimate …

Maximum likelihood estimates of a distribution Maximum likelihood estimation (MLE) is a method to estimate the parameters of a random …

tl;dr: Parametric bootstrap methods can be used to test hypothesis and calculate p values while assuming any particular population …

tl;dr: P-values are tail probabilities calculated from the sampling distribution of a sample-based statistic. This sampling …

tl;dr: Given any model that maps inputs to outputs, Dual Numbers can be used to calculate the exact derivative of any output with …