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Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences (Paperback)
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Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences (Paperback)
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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 analyze
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
analyze 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.
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