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Optimum Experimental Designs, with SAS (Paperback)
Loot Price: R2,531
Discovery Miles 25 310
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Optimum Experimental Designs, with SAS (Paperback)
Series: Oxford Statistical Science Series, 34
Expected to ship within 10 - 15 working days
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Total price: R2,551
Discovery Miles: 25 510
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Experiments on patients, processes or plants all have random error,
making statistical methods essential for their efficient design and
analysis. This book presents the theory and methods of optimum
experimental design, making them available through the use of SAS
programs. Little previous statistical knowledge is assumed. The
first part of the book stresses the importance of models in the
analysis of data and introduces least squares fitting and simple
optimum experimental designs. The second part presents a more
detailed discussion of the general theory and of a wide variety of
experiments. The book stresses the use of SAS to provide hands-on
solutions for the construction of designs in both standard and
non-standard situations. The mathematical theory of the designs is
developed in parallel with their construction in SAS, so providing
motivation for the development of the subject. Many chapters cover
self-contained topics drawn from science, engineering and
pharmaceutical investigations, such as response surface designs,
blocking of experiments, designs for mixture experiments and for
nonlinear and generalized linear models. Understanding is aided by
the provision of "SAS tasks" after most chapters as well as by more
traditional exercises and a fully supported website. The authors
are leading experts in key fields and this book is ideal for
statisticians and scientists in academia, research and the process
and pharmaceutical industries.
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