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The Design and Statistical Analysis of Animal Experiments

Af: Simon T. Bate, Robin A. Clark Engelsk Paperback

The Design and Statistical Analysis of Animal Experiments

Af: Simon T. Bate, Robin A. Clark Engelsk Paperback
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Written for animal researchers, this book provides a comprehensive guide to the design and statistical analysis of animal experiments. It has long been recognised that the proper implementation of these techniques helps reduce the number of animals needed. By using real-life examples to make them more accessible, this book explains the statistical tools employed by practitioners. A wide range of design types are considered, including block, factorial, nested, cross-over, dose-escalation and repeated measures and techniques are introduced to analyse the experimental data generated. Each analysis technique is described in non-mathematical terms, helping readers without a statistical background to understand key techniques such as t-tests, ANOVA, repeated measures, analysis of covariance, multiple comparison tests, non-parametric and survival analysis. This is also the first text to describe technical aspects of InVivoStat, a powerful open-source software package developed by the authors to enable animal researchers to analyse their data and obtain informative results.
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Written for animal researchers, this book provides a comprehensive guide to the design and statistical analysis of animal experiments. It has long been recognised that the proper implementation of these techniques helps reduce the number of animals needed. By using real-life examples to make them more accessible, this book explains the statistical tools employed by practitioners. A wide range of design types are considered, including block, factorial, nested, cross-over, dose-escalation and repeated measures and techniques are introduced to analyse the experimental data generated. Each analysis technique is described in non-mathematical terms, helping readers without a statistical background to understand key techniques such as t-tests, ANOVA, repeated measures, analysis of covariance, multiple comparison tests, non-parametric and survival analysis. This is also the first text to describe technical aspects of InVivoStat, a powerful open-source software package developed by the authors to enable animal researchers to analyse their data and obtain informative results.
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Produktdetaljer
Sprog: Engelsk
Sider: 324
ISBN-13: 9781107690943
Indbinding: Paperback
Udgave:
ISBN-10: 1107690943
Kategori: Sandsynlighedsregning og statistik
Udg. Dato: 13 mar 2014
Længde: 15mm
Bredde: 245mm
Højde: 188mm
Forlag: Cambridge University Press
Oplagsdato: 13 mar 2014
Forfatter(e): Simon T. Bate, Robin A. Clark
Forfatter(e) Simon T. Bate, Robin A. Clark

Kategori Sandsynlighedsregning og statistik

ISBN-13 9781107690943

Sprog Engelsk

Indbinding Paperback

Sider 324

Udgave

Længde 15mm

Bredde 245mm

Højde 188mm

Udg. Dato 13 mar 2014

Oplagsdato 13 mar 2014

Forlag Cambridge University Press