Statistics for Experimenters An Introduction to Design, Data Analysis, and Model Building

ISBN-10: 0471093157

ISBN-13: 9780471093152

Edition: 1978

Authors: George E. P. Box, William G. Hunter, J. Stuart Hunter

List price: $121.00
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Book details

List price: $121.00
Copyright year: 1978
Publisher: John Wiley & Sons, Incorporated
Publication date: 7/6/1978
Binding: Hardcover
Pages: 672
Size: 6.25" wide x 9.25" long x 1.50" tall
Weight: 2.288
Language: English

GEORGE E. P. BOX, PhD, DSc, is Ronald Aylmer Fisher Professor Emeritus of Statistics and Industrial Engineering at the University of Wisconsin-Madison. He is a Fellow of the Royal Society, an Honorary Fellow and Shewhart and Deming Medalist of the American Society for Quality and was awarded the Guy Medal in Gold of the Royal Statistical Society. He is also the recipient of the Samuel S. Wilks Memorial Medal of the American Statistical Association.J. STUART HUNTER, PhD, DSc, is Professor Emeritus of Civil Engineering at Princeton University. Dr. Hunter is a member of the National Academy of Engineering and has served as consultant to many industries and government agencies. He has been a staff member of the National Academy of Sciences, Committee on National Statistics; statistician in residence at the University of Wisconsin; and is the founding editor of Technometrics.The late WILLIAM G. HUNTER, PhD, was Professor of Statistics and Engineering at the University of Wisconsin-Madison.

Science and Statistics
Comparing Two Treatments
Use of External Reference Distribution to Compare Two Means
Random Sampling and the Declaration of Independence
Randomization and Blocking with Paired Comparisons
Significance Tests and Confidence Intervals for Means, Variances, Proportions and Frequences
Comparing More Than Two Treatments
Experiments to Compare k Treatment Means
Randomized Block and Two-Way Factorial Designs
Designs with More Than One Blocking Variable
Measuring the Effects of Variables
Empirical Modeling
Factorial Designs at Two Levels
More Applications of Factorial Designs
Fractional Factorial Designs at Two Levels
More Applications of Fractional Factorial Designs
Building Models and Using Them
Simple Modeling with Least Squares (Regression Analysis)
Response Surface Methods
Mechanistic Model Building
Study of Variation
Modeling Dependence: Times Series
Appendix Tables
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