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Probability & statistics for engineers & scientists / Ronald E. Walpole ... [et al.]

Tác giả : Ronald E. Walpole ... [et al.]

Nhà xuất bản : Pearson Prentice Hall

Năm xuất bản : c2007

Nơi xuất bản : Upper Saddle River, NJ

Mô tả vật lý : xxiii, 816 p. : ill. (some col.) ; 25 cm

ISBN : 9780132047678

Số phân loại : 519.02462

Chủ đề : 1. Khoa học ứng dụng -- Phương pháp thống kê. 2. Phương pháp thống kê. 3. Engineering -- Statistical methods. 4. Statistical methods. 5. Nghiên cứu khoa học.

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Tóm tắt :

With its unique balance of theory and methodology, this classic text provides a rigorous introduction to basic probability theory and statistical inference, motivated by interesting, relevant applications. Offers extensively updated coverage, new problem sets, and chapter-ending material to enhance the book’s relevance to today’s engineers and scientists. Includes new problem sets demonstrating updated applications to engineering as well as biological, physical, and computer science. Emphasizes key ideas as well as the risks and hazards associated with practical application of the material. Includes new material on topics including: difference between discrete and continuous measurements; binary data; quartiles; importance of experimental design; “dummy” variables; rules for expectations and variances of linear functions; Poisson distribution; Weibull and lognormal distributions; central limit theorem, and data plotting. Introduces Bayesian statistics, including its applications to many fields.

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