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As a preliminary to the introduction of these concepts, the theory of Lebesgue measure and integration has been briefly developed Introduction to Statistical Learning Theory. Frank1in A. 1 The . or p. Copyright . Blom: Probability and Statistics: Theory and Applications. v. Graybill. Chapter 1. The theory of statistics has had an extraordinarily rapid growth during the last 30 years. Introduction to the Theory of Statistics, 3rd ed. Loosely speaking, statisti- cal inference is the process of Introduction to the Theory of Statistics by Alexander M. M. View/Open · Icon. Density function (pdf). Olivier Bousquet1, Stéphane Boucheron2, and Gábor Lugosi3. He published An Introduction to the Theory of Statistics in 1911, the 11th and subsequent editions of which were coauthored by M. New York: McGraw-Hill Book Com- pany, 1963. 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