Theoretical Statistics
Author | : D.R. Cox |
Publisher | : CRC Press |
Total Pages | : 1060 |
Release | : 1979-09-06 |
ISBN-10 | : 0412161605 |
ISBN-13 | : 9780412161605 |
Rating | : 4/5 (05 Downloads) |
Book excerpt: 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.