Page 8 - Statistics for Environmental Engineers

21 Tolerance Intervals and Prediction Intervals

22 Experimental Design

23 Sizing the Experiment

24 Analysis of Variance to Compare k Averages

25 Components of Variance

26 Multiple Factor Analysis of Variance

27 Factorial Experimental Designs

28 Fractional Factorial Experimental Designs

29 Screening of Important Variables

30 Analyzing Factorial Experiments by Regression

31 Correlation

32 Serial Correlation

33 The Method of Least Squares

34 Precision of Parameter Estimates in Linear Models

35 Precision of Parameter Estimates in Nonlinear Models

36 Calibration

37 Weighted Least Squares

38 Empirical Model Building by Linear Regression

39 The Coefficient of Determination, R 2

40 Regression Analysis with Categorical Variables

41 The Effect of Autocorrelation on Regression

42 The Iterative Approach to Experimentation

43 Seeking Optimum Conditions by Response Surface Methodology

© 2002 By CRC Press LLC