Statistics and Experimental Design for Toxicologists

Second Edition
2. Auflage 2019
ISBN: 978-1-315-89778-3
Verlag: Taylor & Francis

Buch, Englisch, 376 Seiten

Statistics and Experimental Design for Toxicologists has been designed as both a sourcebook for the practicing toxicologist and a textbook for the student toxicologist. Its function is to provide both with tools for the rigorous and critical analysis of experimental data. Assuming only basic mathematical skills, the volume provides a complete and exhaustive introduction to the statistical methods available to and used in the discipline. For each technique presented, a practical example is provided and a collection of problems is also included, together with appendices containing the necessary tables of test values.

Autoren/Hrsg.

Gad, Shayne C.

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizinische Fachgebiete Pharmakologie, Toxikologie
• Naturwissenschaften Biowissenschaften Biowissenschaften

Inhaltsverzeichnis

1. Introduction 2. Basic Principles 3. Experiment Design 4. Computational Devices 5. Methods for Data Preparation and Exploration 6. Hypothesis Testing: Categorical and Ranked Data 7. Hypothesis Testing: Univariate 8. Modeling 9. Methods for the Reduction of Dimensionality 10. Multivariate Methods 11. Data Analysis Applications in Toxicology 12. Carcinogenesis and Risk Assessment 13. Structure Activity Relationships 14. Areas of Controversy

Über Autor(innen)

During his time as Principal for Gad Consulting Services, Shayne Gad has provided expert witness testimony in cases regarding worker's compensation, pharmaceuticals, medical devices, and occupational toxicology.