A text that stresses the general concepts of the theory of
statistics Theoretical Statistics provides a systematic statement
of the theory of statistics, emphasizing general concepts rather
than mathematical rigor. Chapters 1 through 3 provide an overview
of statistics and discuss some of the basic philosophical ideas and
problems behind statistical procedures. Chapters 4 and 5 cover
hypothesis testing with simple and null hypotheses, respectively.
Subsequent chapters discuss non-parametrics, interval estimation,
point estimation, asymptotics, Bayesian procedure, and deviation
theory. Student familiarity with standard statistical techniques is
assumed.
General
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