Statistics for experimenters : design, innovation and discovery

Bibliographic Details
Main Authors: Box, George E. P. (Author), Hunter, J. Stuart , 1923- (Author), Hunter, William Gordon , 1937- (Author)
Format: Book
Language:English
Published: Hoboken, NJ : Wiley-Interscience , c2005
Edition:2nd ed
Subjects:
Table of Contents:
  • Chap. 1 Catalyzing the generation of knowledge
  • Chap. 2 Basics (Probability, parameters, and statistics)
  • Chap. 3 Comparing two entities: reference distribution, tests, and confidence intervals
  • Chap. 4 Comparing a number of entities, randomized blocks, and Latin squares
  • Chap. 5 Factorial designs at two levels
  • Chap. 6 Fractional factorial designs
  • Chap. 7 Additional fractionals and analysis
  • Chap. 8 Factorial designs and data transformation
  • Chap. 9 Multiple sources of variation
  • Chap. 10 Least squares and why we need designed experiments
  • Chap. 11 Modeling, geometry, and experimental design
  • Chap. 12 Some applications of response surface methods
  • Chap. 13 Designing robust products and processess: an introduction
  • Chap. 14 Process control, forecasting, and time series: in introduction
  • Chap. 15 Evolutionary process operation