Statistical Design and Analysis of Experiments With Applications to Engineering and Science

Statistics in Engineering and Science. Basic Statistical Concepts. DESCRIBING VARIABILITY. Descriptive Statistics. Graphical Displays of Data. Graphical Comparisons of Distributions. EXPERIMENTAL DESIGN. Statistical Principles in Experimental Design. Factorial Experiments in Completely Randomized Designs. Blocking Designs. Fractional Factorial Experiments. Nested Designs. Response-Surface Designs. ANALYSIS OF DESIGNED EXPERIMENTS. Statistical Principles in Data Analysis. Inferences on Means. Inferences on Standard Deviations. Analysis of Completely Randomized Designs. Multiple Comparisons. Analysis of Designs with Random Factor Levels. Analysis of Blocking Designs and Fractional Factorials. Analysis of Covariance. Analysis of Count Data. FITTING DATA. Linear Regression with One Variable. Linear Regression with Several Variables. Polynomial Models. Outlier Detection. Assessment of Model Assumptions. Model Respecification. Variable Selection Techniques. Alternative Regression Estimators. Appendix. Index. Index of Examples and Data Sets.Mason, Robert L. is the author of 'Statistical Design and Analysis of Experiments With Applications to Engineering and Science' with ISBN 9780471853640 and ISBN 047185364X.