Concepts and Applications for Biologists (2017)

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This book is an introduction to statistics for students of the life sciences, particularly for field and laboratory biologists, but also for those studying agriculture and medicine. Students commonly face the statistical analysis of their data with anxiety, and yet statistics can be elegant and exciting. Statistical analysis can reveal subtle patterns in otherwise uninformative data, reduce large data sets to a few key parameters, give researchers confidence in their conclusions and ensure that they do not deceive themselves when interpreting their data.

This book stresses the concepts and ideas that underlie the most important statistical methods used in biology. I have placed these concepts and ideas in a narrative structure and consider the same problems from different angles and in progressively more detail. Once you understand the general principles and are able to apply them to specific problems, you should be able to analyse new problems and to discover new applications for statistics in your own work. To ensure that the text remains firmly rooted in real problems, I have taken examples and illustrations from the biological literature wherever possible.

When using statistics to help answer a biological question, it is important to understand the question clearly. Once you know what it is that you wish to gain from your data, statistical techniques become powerful tools for revealing information that is otherwise hidden. Always remember that the statistics is simply a way to help you think clearly about the biology.

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