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The New Statistics with R: An Introduction for Biologists, by Andy Hector
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Statistical methods are a key tool for all scientists working with data, but learning the basic mathematical skills can be one of the most challenging components of a biologist's training. This accessible book provides a contemporary introduction to the classical techniques and modern extensions of linear model analysis: one of the most useful approaches in the analysis of scientific data in the life and environmental sciences. It emphasizes an estimation-based
approach that accounts for recent criticisms of the over-use of probability values, and introduces alternative approaches using information criteria. Statistics are introduced through worked analyses performed in R, the free open source programming language for statistics and graphics, which is rapidly
becoming the standard software in many areas of science and technology. These analyses use real data sets from ecology, evolutionary biology and environmental science, and the data sets and R scripts are available as support material. The book's structure and user friendly style stem from the author's 20 years of experience teaching statistics to life and environmental scientists at both the undergraduate and graduate levels.
The New Statistics with R is suitable for senior undergraduate and graduate students, professional researchers, and practitioners in the fields of ecology, evolution, environmental studies, and computational biology.
Supporting material for the book is available at the author's website: www.plantecol.org/contemporary-analysis-for-ecology/
- Sales Rank: #1155240 in eBooks
- Published on: 2015-01-29
- Released on: 2015-01-29
- Format: Kindle eBook
Review
"Prof. Hector's book should be very much welcome by students, statistics teachers and practitioners. The individual chapters are ready-made computer laboratory sessions. Working through them will certainly teach the basics of data analysis." --Systematic Biology
"[O]verall the book gives useful, ecumenical, and reliable statistical advice. I would recommend it for courses that are trying to equip students who already know elementary statistics with the basic tools they need to understand and perform analyses of real, messy data." --Ben Bolker, The Quarterly Review of Biology
About the Author
Andy Hector, Professor of Ecology, Department of Plant Sciences, University of Oxford
Andy Hector is Professor of Ecology in the University of Oxford's Department of Plant Sciences. He currently convenes and teaches statistics on the Quantitative Methods for Biologists course for undergraduates. He is a community ecologist interested in biodiversity loss and its consequences for ecosystem functioning, stability and services and scientific PI of the Sabah Biodiversity Experiment. He has contributed to several publications on ecological analysis.
Most helpful customer reviews
3 of 3 people found the following review helpful.
One Star
By Smell the coffee
Conceptually good but difficult to follow and not worth the price since a lot of the R code has NOT been tested and does NOT work - from both the book and the supplied scripts on the companion website. Recommend any Michael Crawly or Andy Field R book since these authors write clearly and provide excellent R code that works!
1 of 1 people found the following review helpful.
Somehow avoids both statistics and R.
By Daniel
Ignoring the numerous typos in both example code and text, this book is still close to worthless. It claims to somehow provide an introduction to statistics with examples performed using R; however the reader - regardless of prior knowledge of statistics and/or R - will walk away with neither.
0 of 3 people found the following review helpful.
It's good for both the novice and the experienced
By Phenganax
It's a very comprehensive book that covers almost all aspects of statistics. It's good for both the novice and the experienced.
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