Optimal Experimental Design with R (Hardback)
  • Optimal Experimental Design with R (Hardback)
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Optimal Experimental Design with R (Hardback)

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£96.99
Hardback 345 Pages / Published: 18/05/2011
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Experimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experimental question.





Providing a concise introduction to experimental design theory, Optimal Experimental Design with R:







Introduces the philosophy of experimental design
Provides an easy process for constructing experimental designs and calculating necessary sample size using R programs
Teaches by example using a custom made R program package: OPDOE





Consisting of detailed, data-rich examples, this book introduces experimenters to the philosophy of experimentation, experimental design, and data collection. It gives researchers and statisticians guidance in the construction of optimum experimental designs using R programs, including sample size calculations, hypothesis testing, and confidence estimation. A final chapter of in-depth theoretical details is included for interested mathematical statisticians.

Publisher: Taylor & Francis Ltd
ISBN: 9781439816974
Number of pages: 345
Weight: 635 g
Dimensions: 235 x 159 mm

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