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Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences
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Description
Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences
A practical guide to the use of basic principles of experimental design and statistical analysis in pharmacology
Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences provides clear instructions on applying statistical analysis techniques to pharmacological data. Written by an experimental pharmacologist with decades of experience teaching statistics and designing preclinical experiments, this reader-friendly volume explains the variety of statistical tests that researchers require to analyse data and draw correct conclusions.
Detailed, yet accessible, chapters explain how to determine the appropriate statistical tool for a particular type of data, run the statistical test, and analyse and interpret the results. By first introducing basic principles of experimental design and statistical analysis, the author then guides readers through descriptive and inferential statistics, analysis of variance, correlation and regression analysis, general linear modelling, and more. Lastly, throughout the textbook are numerous examples from molecular, cellular, in vitro, and in vivo pharmacology which highlight the importance of rigorous statistical analysis in real-world pharmacological and biomedical research.
This textbook also:
- Describes the rigorous statistical approach needed for publication in scientific journals
- Covers a wide range of statistical concepts and methods, such as standard normal distribution, data confidence intervals, and post hoc and a priori analysis
- Discusses practical aspects of data collection, identification, and presentation
- Features images of the output from common statistical packages, including GraphPad Prism, Invivo Stat, MiniTab, and SPSS
Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences is an invaluable reference and guide for undergraduate and graduate students, post-doctoral researchers, and lecturers in pharmacology and allied subjects in the life sciences.
Book Details
INFORMATION
ISBN: 9781119437635
Publisher: John Wiley and Sons Ltd
Format: Paperback / softback
Date Published: 05 May 2022
Country: United Kingdom
Imprint: Wiley-Blackwell
Audience: Tertiary education
DIMENSIONS
Spine width: 15.0mm
Width: 213.0mm
Height: 274.0mm
Weight: 680g
Pages: 256
About the Author
Dr Paul J. Mitchell is Senior Lecturer and Associate Professor in the Department of Pharmacy and Pharmacology, University of Bath, UK, and Adjunct Lecturer in the Department of Pharmacology and Therapeutics, National University of Ireland (NUI), Galway, Ireland. He has more than 45 years’ experience in experimental pharmacology, experimental design, and statistical analysis. For the last 25 years Dr Mitchell has collaborated with colleagues to develop a coherent strategy to teach experimental design and statistical analysis to undergraduate and graduate students across subject areas.
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