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Theoretical Statistics

by: D. R. Cox, D. V. Hinkley
(1974)  Key: citeulike:4274901

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Abstract

A text that stresses the general concepts of the theory of statisticsTheoretical Statistics provides a systematic statement of the theory ofstatistics, emphasizing general concepts rather than mathematical rigor.Chapters 1 through 3 provide an overview of statistics and discuss some of thebasic philosophical ideas and problems behind statistical procedures. Chapters4 and 5 cover hypothesis testing with simple and null hypotheses,respectively. Subsequent chapters discuss non-parametrics, intervalestimation, point estimation, asymptotics, Bayesian procedure, and deviationtheory. Student familiarity with standard statistical techniques is assumed.


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