Statistics for experimenters
design, innovation, and discovery
Box, George E. P.
creator
Hunter, J. Stuart
1923-
Hunter, William Gordon
1937-
text
bibliography
nju
Hoboken, N.J
Wiley-Interscience
c2005
2005
2nd ed.
monographic
eng
xvii, 633 p. : ill. ; 25 cm.
The second edition of Statistics for Experimenters focuses on applications in the physical, engineering, biological, and social sciences. From the beginning, the book's source of ideas is the scientific method itself and the need of the investigator to make his or her research as effective as possible through proper choice and conduct of experiments and appropriate analysis of data. After a problem is stated, appropriate statistical methods of design and analysis are discussed. And frequently, examples are presented for which standard mathematical assumptions are wrong, thus forcing the reader's attention onto the essential precautions necessary in the conduct of the experiment to ensure valid conclusions.
Catalyzing the generation of knowledge --
Basics (probability, parameters and statistics) --
Comparing two entities : relevant reference distributions, tests, and confidence intervals --
Comparing a number of entities, randomized blocks and Latin squares --
Factorial designs at two levels --
Fraction factorial designs --
Additional fractionals and analysis --
Factorial designs and data transformation --
Multiple sources of variation --
Least squares and why we need designed experiments --
Modeling, geometry, and experimental design --
Some applications of response surface methods --
Designing robust products and processes --Process control, forecasting, and times series : an introduction --
Evolutionary process operation.
general
George E.P. Box, J. Stuart Hunter, William G. Hunter.
Includes bibliographical references and indexes.
AS
Experimental design
Analysis of variance
Mathematical statistics
QA279 .B69 2005
519.5 STA 2005
Wiley series in probability and statistics
9780471718130 (acidfree paper)
0471718130 (acidfree paper)
2004063780
http://www.loc.gov/catdir/toc/wiley051/2004063780.html
http://www.loc.gov/catdir/enhancements/fy0619/2004063780-b.html
http://www.loc.gov/catdir/enhancements/fy0619/2004063780-d.html
http://www.worldcat.org/title/statistics-for-experimenters-design-innovation-and-discovery/oclc/57286064&referer=brief_results
http://lib.ewubd.edu/ebook/7211
http://www.loc.gov/catdir/toc/wiley051/2004063780.html
http://www.loc.gov/catdir/enhancements/fy0619/2004063780-b.html
http://www.loc.gov/catdir/enhancements/fy0619/2004063780-d.html
http://www.worldcat.org/title/statistics-for-experimenters-design-innovation-and-discovery/oclc/57286064&referer=brief_results
http://lib.ewubd.edu/ebook/7211
DLC
130928
20180104154353.0
7211
eng