Design and Analysis of Experiments provides a comprehensive introduction to the statistical principles and methodologies used in the design, conduct, and analysis of scientific and industrial experiments. The book covers experimental planning, randomization, replication, analysis of variance (ANOVA), treatment comparisons, factorial experiments, regression models, analysis of covariance, complete and incomplete block designs, confounding, and fractional factorial designs. It also discusses response surface methodology, mixed models, and practical issues in model validation and interpretation of experimental results. Supported by numerous examples, case studies, and statistical software applications, the book enables readers to design efficient experiments, analyze data accurately, and draw reliable conclusions. It serves as an essential textbook for students and researchers in statistics, engineering, agriculture, biological sciences, and quality improvement.

Ngôn ngữ:	eng
Tác giả:	Dean, Angela, Voss, Daniel, Draguljić, Danel
Thông tin nhan đề:	Design and Analysis of Experiments
Nhà xuất bản:	Springer.
Loại hình:	Giáo trình sách, tham khảo / Bộ sưu tập: Cơ khí
Mô tả vật lý:	840p.
Năm xuất bản:	2017