Statistics and experimental design for toxicologists and pharmacologists

Statistics and experimental design for toxicologists and pharmacologists

by Gad, Shayne C.

Type Book
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"Purposefully designed as a resource for practicing and student toxicologists, Statistics and Experimental Design for Toxicologists and Pharmacologists, Fourth Edition equips you for the regular statistical analysis of experimental data. Starting with the assumption of basic mathematical skills and knowledge, the author supplies as complete and systematic yet practical introduction to the statistical methodologies available for, and used in, the discipline. For every technique presented, a work…

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Title Statements

  • Full title :Statistics and experimental design for toxicologists and pharmacologists / Shayne C. Gad.

Summary

"Purposefully designed as a resource for practicing and student toxicologists, Statistics and Experimental Design for Toxicologists and Pharmacologists, Fourth Edition equips you for the regular statistical analysis of experimental data. Starting with the assumption of basic mathematical skills and knowledge, the author supplies as complete and systematic yet practical introduction to the statistical methodologies available for, and used in, the discipline. For every technique presented, a worked example from toxicology is also presented."--BOOK JACKET.

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Edition Statements

  • Publication Date:2006.
  • Edition:4th ed

Publication Statements

  • Publisher(s):Taylor & Francis
  • Place of Publication:Boca Raton, FL
  • Language:eng
  • Publication Date:2006.

The Physical Object

  • Description:567 pages ; : 24 cm

Edition Identifiers

  • ISBN:0849322146, 9780849322143
  • oclc:ocm71284146
  • LC Classification:RA1199.4.S73
  • Dewey Decimal:615.9/0072/7

Table of Contents

Introduction -- 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 parametric 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 -- Appendix.

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