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Academic & Professional Books  Reference  Data Analysis & Modelling  Data Analysis & Statistics

Statistics for Environmental Engineers

By: Paul Mac Berthoeux and Linfield C Brown
530 pages, Figs, tabs
Publisher: CRC Press
Statistics for Environmental Engineers
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  • Statistics for Environmental Engineers ISBN: 9781566705929 Edition: 2 Hardback Dec 2002 Usually dispatched within 1-2 weeks
Selected version: £79.99
About this book Contents Customer reviews Related titles

About this book

By presenting a new approach to the practical use of statistics, the authors demonstrate how to extract information from data and how to design experiments which will provide informative results.


Chapter topics include: Environmental Problems and Statistics. A Brief Review of Statistics. Plotting Data. Smoothing Data. Seeing the Shape of a Distribution. External Reference Distributions. Accuracy, Bias, and Precision of Measurements. Precision of Calculated Values. Fundamentals of Process Control Charts. Specialized Control Charts. Limit of Detection. Censored Data. Paired t -Test for Assessing the Average of Differences. Independent t-Test for Assessing the Difference of Two Averages. Multiple Paired Comparison of k Averages. Experimental Design. Sizing the Experiment. Analysis of Variance to Compare k Averages. Components of Variance. Multiple Factor Analysis of Variance. Factorial Experimental Designs. Fractional Factorial Experimental Designs.Correlation. Serial Correlation. The Method of Least Squares. Precision of Parameters in Linear Models. Precision of Parameters in Nonlinear Models. Weighted Least Squares. Empirical Model Building by Linear Regression. The Coefficient of Determination, R2. Data Adjustment for Process Rationalization. How Measurement Errors Propagate into Calculated Values. Using Simulations to Study Statistical Problems. Introduction to Time Series Modeling. Forecasting Time Series. Intervention Analysis. Appendix-Statistical Tables.

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By: Paul Mac Berthoeux and Linfield C Brown
530 pages, Figs, tabs
Publisher: CRC Press
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