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Bibliography: p. 211-228. The pearson system and the exponential family of curves; Distributions based on series expansions and transformations of the random variables; Multivariate systems of curves; Mixtures of distributions; The classical discrete distributions; The power series and contagious distributions; Multivariate system of discrete distributions; Approximations and variance stabilising transforms.