Applied Statistics in Biology

A Practical Guide Using Sas, R and Jmp
2. Auflage 2025
ISBN: 978-0-89118-394-5
Verlag: Wiley

Buch, Englisch, 848 Seiten

Understand applied statistics and its relationship to biology

Biology and its related sciences generate prodigious quantities of data through experimentation and observation. Interpreting this data and using it to generate statistically defensible inferences has become one of the most significant components of modern biological research. There are, however, very few up-to-date resources by which graduate students and researchers in biology can familiarize themselves with the key methodologies of applied statistics as they specifically connect to the applied life sciences.

Guide to Biology Statistics remedies this oversight with a thorough, accessible overview to statistics and its biological applications. Beginning with the history and fundamentals of statistics, it covers all major statistical modes of analysis that biologists might find useful, with an eye towards a robust quantitative education for biologists. Fully up to date and addressing all conventional approaches to statistical analysis, it's a must-own for biology students and researchers alike.

Guide to Biology Statistics readers will also find: - Treatment rooted in years of graduate teaching in statistics and biology
- Detailed discussion of topics including regression, response surface methodology, multivariate techniques, and many more
- A valuable complement to existing resources on applied statistics

Guide to Biology Statistics is ideal for graduate students in agriculture, biology, natural resources, and related fields, as well as for instructors and researchers in these and related subjects.

Autoren/Hrsg.

Bowley, Stephen R

Santen, Edzard van

Riley, Simon

Michelson, Diane K

Hummel, Ruth M

Fachgebiete

• Naturwissenschaften Agrarwissenschaften Agrarwissenschaften
• Mathematik | Informatik Mathematik Stochastik
• Wirtschaftswissenschaften Wirtschaftssektoren & Branchen Primärer Sektor Agrarökonomie, Ernährungswirtschaft

Über Autor(innen)

Stephen R. Bowley, former Associate Professor in the Plant Agriculture Department, University of Guelph, Ontario, Canada.

Edzard van Santen, Professor in the Department of Agronomy, University of Florida, USA.

Simon S. Riley, PhD Candidate and Consulting Statistician with the Statistical Consulting Unit at the University of Florida, USA.

Diane K. Michelson, Principal Analytical Training Consultant, JMP Education and Training, JMP Statistical Discovery LLC, USA

Ruth Hummel, Senior Manager of Education and Training for JMP Statistical Discovery LLC, USA