Design and analysis of experiments with SAS

"A culmination of the author's many years of consulting and teaching, Design and Analysis of Experiments with SAS provides practical guidance on the computer analysis of experimental data. It connects the objectives of research to the type of experimental design required, describes the act...

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Bibliographic Details
Main Author: Lawson, John , 1947- (Author)
Format: Book
Language:English
Published: Boca Raton, Florida : CRC Press/Taylor & Francis Group , c2010
Series:Texts in statistical science series
Subjects:

MARC

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005 20110727093000.0
008 110522s2010 flu eng
020 |a 1420060600 (hard back : alk. paper) 
020 |a 9781420060607 (hard back : alk. paper) 
050 0 0 |a QA279   |b .L39 2011 
090 0 0 |a QA279   |b .L39 2011 
100 1 |a Lawson, John ,   |d 1947- ,   |e author 
245 1 0 |a Design and analysis of experiments with SAS   |c John Lawson 
246 3 0 |a Design & analysis of experiments with SAS 
260 |a Boca Raton, Florida :   |b CRC Press/Taylor & Francis Group ,   |c c2010 
300 |a xiii, 582 p. :   |b ill. ;   |c 24 cm. 
440 0 |a Texts in statistical science series 
490 0 |a Texts in statistical science series 
504 |a Includes bibliographical references and index 
505 0 |a 1. Introduction -- 2. Completely randomized designs with one factor -- 3. Factorial designs -- 4. Randomized block designs -- 5. Designs to study variances -- 6. Fractional factorial designs -- 7. Incomplete and confounded block designs -- 8. Split-plot designs -- 9. Crossover and repeated measures designs -- 10. Response surface designs -- 11. Mixture experiments -- 12. Robust parameter design experiments -- 13. Experimental strategies for increasing knowledge 
520 |a "A culmination of the author's many years of consulting and teaching, Design and Analysis of Experiments with SAS provides practical guidance on the computer analysis of experimental data. It connects the objectives of research to the type of experimental design required, describes the actual process of creating the design and collecting the data, shows how to perform the proper analysis of the data, and illustrates the interpretation of results. Drawing on a variety of application areas, from pharmaceuticals to machinery, the book presents numerous examples of experiments and exercises that enable students to perform their own experiments. Harnessing the capabilities of SAS 9.2, it includes examples of SAS data step programming and IML, along with procedures from SAS Stat, SAS QC, and SAS OR. The text also shows how to display experimental results graphically using SAS ods graphics. The author emphasizes how the sample size, the assignment of experimental units to combinations of treatment factor levels (error control), and the selection of treatment factor combinations (treatment design) affect the resulting variance and bias of estimates as well as the validity of conclusions. This textbook covers both classical ideas in experimental design and the latest research topics. It clearly discusses the objectives of a research project that lead to an appropriate design choice, the practical aspects of creating a design and performing experiments, and the interpretation of the results of computer data analysis."--Publisher's description 
650 0 |a Experimental design 
999 |a 1000139690   |b Book   |c OPEN SHELF (30 DAYS)   |e Gong Badak Campus