Russell, Kenneth G.
Design of Experiments for Generalized Linear Models (Chapman & Hall CRC Interdisciplinary Statistics)
- ISBN 13:
- 9781032094052
- author:
- Russell, Kenneth G.
- format:
- Paperback
- publisher:
- Taylor & Francis Ltd
- language:
- English
- Publication Year:
- 2021
- Pages:
- 240
- Dimensions:
- 22.9 x 15.2 centimetres (0.39 kg
- Genre:
- Science, Mathematics, Statistics,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Design of Experiments for Generalized Linear Models by Kenneth G. Russell provides a comprehensive guide to collecting and designing experiments for statistical analyses using Generalized Linear Models (GLMs). This book fills the gap in existing literature, focusing specifically on the design of experiments for GLMs. The author explains the motivation behind various techniques, simplifies complex mathematical concepts, and offers examples of how to write and run computer programs using R. The book covers essential topics such as the generalisation of the linear model to GLMs, background mathematics, and constrained optimisation in R. Suitable for both professional statisticians and non-statisticians, this book equips readers with the skills to design their own experiments by following examples and using provided R programs.
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