Experimental Design and Data Analysis for Biologists

Gerry P Quinn

ISBN 10: 1107687675 / ISBN 13: 9781107687677

Editore: Cambridge University Pr. Sep 2023, 2023

Neuware -'Requiring only introductory statistics and basic mathematics, this textbook avoids jargon and provides worked examples, data sets and R code, and review exercises. Designed for advanced undergraduates and postgraduates studying biostatistics and experiment design in biology-related fields, it applies statistical concepts to biological scenarios'--. Codice articolo 9781107687677

Riassunto:

Applying statistical concepts to biological scenarios, this established textbook continues to be the go-to tool for advanced undergraduates and postgraduates studying biostatistics or experimental design in biology-related areas. Chapters cover linear models, common regression and ANOVA methods, mixed effects models, model selection, and multivariate methods used by biologists, requiring only introductory statistics and basic mathematics. Demystifying statistical concepts with clear, jargon-free explanations, this new edition takes a holistic approach to help students understand the relationship between statistics and experimental design. Each chapter contains further-reading recommendations, and worked examples from today's biological literature. All examples reflect modern settings, methodology and equipment, representing a wide range of biological research areas. These are supported by hands-on online resources including real-world data sets, full R code to help repeat analyses for all worked examples, and additional review questions and exercises for each chapter.

Dati bibliografici

Titolo: Experimental Design and Data Analysis for ...
Casa editrice: Cambridge University Pr. Sep 2023
Data di pubblicazione: 2023
Legatura: Taschenbuch
Condizione: Neu
Edizione: seconda edizione