Probability and Statistics Applications for Environmental Science
Autor Stacey J Shaefer, Louis Theodoreen Limba Engleză Hardback – 22 feb 2007
Striking a balance between theory and applied mathematics, the material is divided into three parts. Part I sets the stage with coverage of principles and fundamentals, such as set notation, probability distributions, and the estimation of the mean and variance. Part II discusses traditional statistics applications, centering around the uses of probability distributions, including how they relate to reliability and failure theory. The authors elucidate many of the important distributions, Monte Carlo methods, and fault and event trees. Part III delves into what some have come to define as contemporary statistics. It covers hypothesis testing, Student's t and chi-square tests, regression analysis, analysis of variance (ANOVA), and nonparametric tests.
The book's coverage is thorough, its presentation logical and geared to student's needs. It includes problems and solutions within the text and tables, a glossary of terms, and an introduction to design of experiments in the appendices. The authors, known for their meticulously accurate, articulate, and practical writing style, master the difficult task of explaining very complicated subject matter in a way that is easily understood. The book features a clear, concise presentation that makes both teaching and learning easier.
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Specificații
ISBN-13: 9780849375613
ISBN-10: 0849375614
Pagini: 392
Ilustrații: 10 b/w images, 23 tables and 300 equations
Dimensiuni: 178 x 254 x 27 mm
Greutate: 0.86 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
ISBN-10: 0849375614
Pagini: 392
Ilustrații: 10 b/w images, 23 tables and 300 equations
Dimensiuni: 178 x 254 x 27 mm
Greutate: 0.86 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
Public țintă
Academic and Professional Practice & DevelopmentCuprins
Fundamentals. Traditional Applications. Contemporary Applications.
Notă biografică
Stacey J. Shaefer, Louis Theodore
Descriere
Simple, clear, and to the point, this book delineates the fundamentals of statistics, imparting a basic understanding of the theory and mechanics of the calculations. User-friendliness, uncomplicated explanations, and coverage of example applications in the environmental field set it apart from other textbooks on the same subject. It includes pr