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Introduction; 2. Estimation; 3.
Experimental Design and Data Analysis for Biologists by Gerry P. Quinn
Hypothesis testing; 4. Graphical exploration of data; 5. Correlation and regression; 6.
Multiple regression and correlation; 7. Design and power analysis; 8. Comparing groups or treatments - analysis of variance; 9. Multifactor analysis of variance; Randomized blocks and simple repeated measures: unreplicated two-factor designs; Split plot and repeated measures designs: partly nested anovas; Analysis of covariance; Generalized linear models and logistic regression; Analyzing frequencies; Introduction to multivariate analyses; Multivariate analysis of variance and discriminant analysis; Principal components and correspondence analysis; Multidimensional scaling and cluster analysis; Presentation of results.
- Biology Experimental Design and Analysis - The University of Sydney;
- Experimental Design and Data Analysis for Biologists / Edition 1.
- Experiment W and Collected Works of Evan Smith - Final Edition.
I recommend it to anyone involved in quantitative biological research. In general, one certainly has the impression that the authors set out to write a clear, comprehensive and valuable book: they have succeeded. Primate Eye, ' Highly Recommended There is a wealth of information that is usually only found in separate sources. An essential textbook for any student or researcher in biology needing to design experiments, sampling programs or analyse the resulting data. Both univariate and multivariate statistics are covered, and special emphasis is placed on checking assumptions, exploratory data analysis and presentation of results.
Experimental Design and Data Analysis for Biologists
The main analyses are illustrated with many examples from published papers and there is an extensive reference list to both the statistical and biological literature. He has taught experimental design and analysis courses for a number of years and has provided advice on the design and analysis of sampling and experimental programs in ecology and environmental monitoring to a wide range of university and government scientists.
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Experimental design and data analysis with R
Experimental Design and Data Analysis for Biologists. Quinn ; Michael J. Publisher: Cambridge University Press , This specific ISBN edition is currently not available.