Statistics and experimental design for toxicologists

著者

書誌事項

Statistics and experimental design for toxicologists

Shayne C. Gad

CRC Press, c1999

3rd ed

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

This book serves as a primary text for students of pharmacology, toxicology, and biology, and as a practical handbook to support the daily operations of the toxicology laboratory and researcher. This edition retains the structure of earlier editions, but has been extensively revised to provide both the student and the working toxicologist with the necessary tools for the rigorous and critical design of studies and analysis of experimental data. Assuming only basic mathematical skills as a starting point, Statistics and Experimental Design for Toxicologists provides a thorough and exhaustive introduction to the statistical methods available to and used in the discipline. A worked, practical example from the field is provided for each technique presented. Written from a toxicologist's perspective, this book provides both the methodological tools necessary to analyze experimental toxicology data and the insight to know when to use them.

目次

Introduction Basic Principles Experimental Design Software Programs Methods for Data Collection, Preparation and Exploration Hypothesis Testing: Categorical and Ranked Data Hypothesis Testing: Univariate Modeling and Extrapolation Trend Analysis Methods for Reduction of Dimensionality Multivariate Methods Meta Analysis Data Analysis in Toxicology Carcinogenesis Risk Assessment Epidemiology Structure Activity Relationships Frontiers and Controversy Appendices-Tables

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