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Book Cover
E-book
Author Gad, Shayne C., 1948-

Title Statistics and experimental design for toxicologists and pharmacologists / Shayne C. Gad
Edition Fourth edition
Published Boca Raton : CRC Press, 2005
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Description 1 online resource (567 pages) : illustrations
Contents Basic principles -- Experimental design -- Computational devices and software -- Methods for data preparation and exploration -- Nonparametric hypothesis testing of categorical and ranked data -- Hypothesis testing: univariate parametirc tests -- Modeling and extrapolation -- Trend analysis -- Methods for the reduction of dimensionality -- Multivariate methods -- Meta-analysis -- Bayesian analysis -- Data analysis applications in toxicology -- Carcinogenesis -- Risk assessment and low-dose extrapolation -- Epidemiology -- Structure activity relationships -- Good laboratory practices -- Areas of controversy in statistics as used for toxicology
Summary "This Fourth Edition provides tools for the rigorous and critical analysis of experimental data. Assuming only basic mathematical skills, the book provides a complete and exhaustive introduction to the statistical methods available and updates all material to cover current practices. The book also provides three entirely new and up-to-the-minute chapters. One provides the first practical guide to performing meta analysis allowing for using the power inherent in multiple similar studies; two others cover Bayesian analysis and data analysis in pharmacology, which discuss analysis of receptor binding assays, safety pharmacology assays, and other standard study types conducted in pharmacology."--Publisher's description
Bibliography Includes bibliographical references and index
Subject Toxicology -- Statistical methods.
Toxicology, Experimental -- Statistical methods.
Toxicology -- methods.
Research Design.
Statistics as Topic.
Form Electronic book
ISBN 1420058045
9781420058048
(alk. paper)
(alk. paper)