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The R Book

The R Book The R Book Second Edition Michael J. Crawley Imperial College London at Silwood Park, UK. A John Wiley & Sons, Ltd., Publication This edition rst published 2013.. C 2013 John Wiley & Sons, Ltd Registered of ce John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, United Kingdom For details of our global editorial of ces, for customer services and for information about how to apply for permission to reuse the copyright material in this book please see our website at The right of the author to be identi ed as the author of this work has been asserted in accordance with the Copyright, Designs and Patents Act 1988.

11 Analysis of Variance 498 12 Analysis of Covariance 537 13 Generalized Linear Models 557 14 Count Data 579 15 Count Data in Tables 599 16 Proportion Data 628 17 Binary Response Variables 650 18 Generalized Additive Models 666 19 Mixed-Effects Models 681 20 Non-Linear Regression 715 21 Meta-Analysis 740 22 Bayesian Statistics 752

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  Analysis, Variance, Analysis of variance

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