Nicht aus der Schweiz? Besuchen Sie lehmanns.de
Experimental Design and Data Analysis for Biologists - Gerry P. Quinn, Michael J. Keough

Experimental Design and Data Analysis for Biologists

Buch | Softcover
553 Seiten
2002
Cambridge University Press (Verlag)
978-0-521-00976-8 (ISBN)
CHF 95,95 inkl. MwSt
zur Neuauflage
  • Titel erscheint in neuer Auflage
  • Artikel merken
Zu diesem Artikel existiert eine Nachauflage
An essential textbook for any biologist needing to design experiments, sample programs or analyse the resulting data. Worked examples are used to illustrate the analyses and an extensive reference list provides links to the relevant biological and statistical literature. A supporting website contains datasets, questions and software links.
An essential textbook for any student or researcher in biology needing to design experiments, sample programs or analyse the resulting data. The text begins with a revision of estimation and hypothesis testing methods, covering both classical and Bayesian philosophies, before advancing to the analysis of linear and generalized linear models. Topics covered include linear and logistic regression, simple and complex ANOVA models (for factorial, nested, block, split-plot and repeated measures and covariance designs), and log-linear models. Multivariate techniques, including classification and ordination, are then introduced. Special emphasis is placed on checking assumptions, exploratory data analysis and presentation of results. 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. The book is supported by a website that provides all data sets, questions for each chapter and links to software.

Gerry Quinn is a Senior Lecturer in the School of Biological Sciences at Monash University, and Program Leader in the Cooperative Research Centre for Freshwater Ecology. 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. Gerry Quinn is a co-author of Monitoring Ecological Impacts: Concepts and Practice in Flowing Waters, Cambridge University Press, 2002. Michael Keough is a Reader in Zoology at the University of Melbourne. His research interests lie in marine ecology, environmental science, and conservation biology. He has extensive experience teaching experimental design and analysis courses at a number of universities. He has also provided advice on design and analysis for environmental monitoring to a wide range of environmental consultants, and state and federal governments in Australia. Michael Keough is a co-author of Monitoring Ecological Impacts: Concepts and Practice in Flowing Waters, Cambridge University Press, 2002.

1. Introduction; 2. Estimation; 3. 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; 10. Randomized blocks and simple repeated measures: unreplicated two-factor designs; 11. Split plot and repeated measures designs: partly nested anovas; 12. Analysis of covariance; 13. Generalized linear models and logistic regression; 14. Analyzing frequencies; 15. Introduction to multivariate analyses; 16. Multivariate analysis of variance and discriminant analysis; 17. Principal components and correspondence analysis; 18. Multidimensional scaling and cluster analysis; 19. Presentation of results.

Erscheint lt. Verlag 21.3.2002
Zusatzinfo 85 Tables, unspecified; 125 Line drawings, unspecified
Verlagsort Cambridge
Sprache englisch
Maße 190 x 246 mm
Gewicht 1200 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Biologie
ISBN-10 0-521-00976-6 / 0521009766
ISBN-13 978-0-521-00976-8 / 9780521009768
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Anwendungen und Theorie von Funktionen, Distributionen und Tensoren

von Michael Karbach

Buch | Softcover (2023)
De Gruyter Oldenbourg (Verlag)
CHF 97,90