Biostatistics with R: An Introductory Guide for Field Biologists (Hardcover) (ISBN-13: 9781108480383)

Biostatistics with R provides a straightforward introduction on how to analyse data from the wide field of biological research, including nature protection and global change monitoring. The book is centred around traditional statistical approaches, focusing on those prevailing in research publications. The authors cover t-tests, ANOVA and regression models, but also the advanced methods of generalised linear models and classification and regression trees. Chapters usually start with several useful case examples, describing the structure of typical datasets and proposing research-related questions. All chapters are supplemented by example datasets, step-by-step R code demonstrating analytical procedures and interpretation of results. The authors also provide examples of how to appropriately describe statistical procedures and results of analyses in research papers. This accessible textbook will serve a broad audience, from students, researchers or professionals looking to improve their everyday statistical practice, to lecturers of introductory undergraduate courses. Additional resources are provided on www.cambridge.org/biostatistics.

Author: Jan Leps, Petr Smilauer
ISBN-10: 1108480381
ISBN-13: 9781108480383
Publisher: Cambridge University Press
Language: English
Published: 09/10/2020
Pages: 382
Format: Hardcover
Weight: 1.90lbs
Size: 9.80h x 7.70w x 0.80d