Cover image for Statistics and experimental design for toxicologists and pharmacologists
Title:
Statistics and experimental design for toxicologists and pharmacologists
Author:
Gad, Shayne C., 1948-
ISBN:
9781420058048

9780367802752
Edition:
4th ed.
Publication Information:
Boca Raton : CRC Press, 2005.
Physical 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.
Abstract:
"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.
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E-Book 538569-1001 RA1199.4 .S73 G33 2005
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