The second edition of this bestseller is a solutions-oriented book that encourages environmental engineers and students to view statistics as a problem-solving tool. Written in an easy-to-understand style, Statistics for Environmental Engineers, Second Edition consists of 54 short, "standalone" chapters. All chapters address a particular environmental problem or statistical technique and are written in a manner that permits each chapter to be studied independently and in any order. Chapters are organized around specific case studies, beginning with brief discussions of appropriate methodologies, followed by the analysis of case study examples, and ending with comments on the strengths and weaknesses of these approaches.
Whether the topic is displaying data, t-tests, mechanistic model building, nonlinear least squares, confidence intervals, regression, or experimental design, the context is always familiar to environmental scientists and engineers. Case studies are drawn from censored data, detection limits, regulatory standards, treatment plant performance, sampling and measurement errors, hazardous waste, and much more. This revision of a classic text serves as a valuable reference for any environmental professional working with numbers and as an ideal textbook for students.
NEW TO THIS EDITION:
• Thirteen new chapters dealing with topics such as experimental design, sizing experiments, tolerance and prediction intervals, tune-series modeling and forecasting, transfer function models, weighted least squares, laboratory quality assurance, and specialized control charts
• Exercises for self-study or classroom use in each chapter
• Improved graphics