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Modern Statistics for the Life Sciences: Learn How to Analyse Your Experiments

TextbookHandbook / Manual

By: Alan Grafen and Rosie Hails

351 pages, Figs, tabs

Oxford University Press

Paperback | Mar 2002 | #127751 | ISBN: 0199252319
Availability: Usually dispatched within 5 days Details
NHBS Price: £37.99 $53/€43 approx

About this book

Makes available to life science undergraduates methods such as model formulae and the General Linear Model, focusing on concepts such as marginality, random effects and multiplicity.


Why use this book; 1. An introduction to the analysis of variance; 2. Regression; 3. Models, parameters and GLMs; 4. Using more than one explanatory variable; 5. Designing experiments - keeping it simple; 6. Combining continuous and categorical variables; 7. Interactions - getting more complex; 8. Checking the models A: Independence; 9. Checking the models B: The other three assumptions; 10. Model selection I: Principles of model choice and designed experiments; 11. Model selection II: Data sets with several explanatory variables; 12. Random effects; 13. Categorical data; 14. What lies beyond?; Answers to exercises; Revision section: The basics; Appendix I: The meaning of p-values and confidence intervals; Appendix II: Analytical results about variances of sample means; Appendix III: Probability distributions; Bibliography

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