Experimental Design and Data Analysis for Biologists

Name: Experimental Design and Data Analysis for Biologists
Price: 52.63 USD
Availability: InStock
Rating: 4.8 (44 reviews)

4.80 of 5 Stars: Research - Experimental Design and Data Analysis for Biologists

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Description

Book Synopsis: 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.

Details

Looking to master the art of experimental design and data analysis in biology? Look no further than our comprehensive textbook that covers classical and Bayesian methods with a detailed analysis of linear and generalized linear models. This essential resource is perfect for students and researchers alike, providing a thorough understanding of estimation, hypothesis testing, regression, ANOVA models, and multivariate techniques. Take your research to the next level with this indispensable guide.

With a strong emphasis on checking assumptions, exploratory data analysis, and clear presentation of results, our book ensures that you are equipped to handle any statistical challenge that comes your way. Backed by numerous examples from published papers, you'll gain valuable insights into real-world applications of the concepts discussed. Whether you're a novice or seasoned researcher, this book will be your go-to reference for all things experimental design and data analysis in biology.

Don't miss out on the opportunity to revolutionize your approach to research with our textbook. Access all the data sets, chapter questions, and software links through our dedicated website, enhancing your learning experience and practical application of the material. Elevate your research skills and stay ahead of the curve in the competitive world of biological sciences with this invaluable resource.

Ready to take your biology research to new heights? Click below to grab your copy of "Experimental Design and Data Analysis for Biologists" now!

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