The Methods of Distances in the Theory of Probability and Statistics

A structural classification of probability distances.

Moment problems related to the theory of probability metrics: Relations between compound and primary distances. Applications of ideal metrics for sums of i. How close are the individual and collective models in risk theory?

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Central limit theorem Moments Skewness Kurtosis L-moments. Grouped data Frequency distribution Contingency table. Pearson product-moment correlation Rank correlation Spearman's rho Kendall's tau Partial correlation Scatter plot. Sampling stratified cluster Standard error Opinion poll Questionnaire.

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References [1] Azzalini, A. A class of distributions which includes the normal ones.

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