Suggested readings

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Printed material

The course material is constantly being updated from a variety of books, journal articles, newspaper articles, contributions from others to this wiki, and the author's own experiences with data analysis and consulting.

The following printed materials have influenced the course content. In alphabetical order:

Author(s) Title Other libraries Buy the book
Box, Hunter and Hunter Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition) Loan Buy
Box and Draper Empirical Model-Building and Response Surfaces Loan Buy
Brereton Chemometrics - Data Analysis for the Laboratory and Chemical Plant Loan Buy
Carroll, Green, and Chaturvedi Mathematical Tools for Applied Multivariate Analysis Loan Buy
Chatfield Statistics for Technology Loan Buy
Davies The Design and Analysis of Industrial Experiments Loan Buy
Devore Probability and Statistics for Engineering and the Sciences Loan Buy
Draper and Smith Applied Regression Analysis Loan Buy
Few Show Me the Numbers Loan Buy
Few Now You See It: Simple Visualization Techniques for Quantitative Analysis Loan Buy
Fisher Statistical Methods, Experimental Design and Scientific Inference Loan Buy
Fox Applied Regression Analysis and Generalized Linear Models Loan Buy
Hodges and Lehmann Basic Concepts of Probability and Statistics Loan Buy
Hogg and Ledolter Engineering Statistics Loan Buy
Montgomery and Runger Applied Statistics and Probability for Engineers Loan Buy
Ogunnaike Random Phenomena - Fundamentals of Probability and Statistics for Engineers Loan Buy


Online courses

There are a wide variety of online courses that cover topics similar to this course. May I suggest you consider looking at these if you are looking for more exposure to the course material: