Optimal Experimental Design with R
Dieter Rasch author Jürgen Pilz author LR Verdooren author Albrecht Gebhardt author
Format:Paperback
Publisher:Taylor & Francis Ltd
Published:5th Sep '19
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£120.00(9781439816974)
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.
ISBN: 9780367382766
Dimensions: unknown
Weight: 453g
345 pages