Foundational and Applied Statistics for Biologists Using R

Foundational and Applied Statistics for Biologists Using R is a comprehensive textbook that covers modern analytical methods and statistical foundations in biostatistics. It uses R to provide interactive demonstrations and offers a flexible structure for introductory and graduate-level courses. The book emphasizes the importance of a solid statistical foundation for correct application of procedures, understanding of analyses, and valid inferences in biological phenomena. An R package (asbio) developed by the author is available for download, and the author's website provides an overview of R for beginners.

Format: Paperback / softback
Length: 618 pages
Publication date: 21 January 2023
Publisher: Taylor & Francis Ltd

Foundational and Applied Statistics for Biologists Using R is a comprehensive textbook that delves into the realm of statistical analysis, offering a wealth of biological applications, exercises, and interactive graphical examples. The author employs the powerful capabilities of the R environment to facilitate a step-by-step examination of complex procedures, enabling students to gain a deeper understanding of the analytical process and the generation of analysis results. R's graphical capabilities are harnessed to present interactive demonstrations of simple to complex statistical concepts, enhancing the learning experience.

The text assumes a basic familiarity with algebra and general calculus and provides a flexible structure for both introductory and graduate-level biostatistics courses. The first seven chapters cover fundamental topics in statistics, including the philosophy of science, probability, estimation, hypothesis testing, sampling, and experimental design. The remaining four chapters focus on applications involving correlation, regression, ANOVA, and tabular analyses.

What sets this book apart from traditional biometric texts is its emphasis on providing students with an understanding of the underlying statistics involved in the analysis of biological applications. The author demonstrates how a strong statistical foundation leads to the correct application of procedures, a clear comprehension of analyses, and valid inferences concerning biological phenomena.

In addition to the textbook, the author has developed an R package (asbio) available from CRAN. This companion library contains hundreds of functions for statistical pedagogy and biological research, making it accessible to individuals without prior command-line interface experience. The author's website also offers an overview of R for beginners, further enhancing the learning journey.

Overall, Foundational and Applied Statistics for Biologists Using R is a valuable resource for biologists seeking to enhance their statistical knowledge and apply statistical techniques to biological data. With its comprehensive coverage, interactive examples, and practical applications, this textbook provides students with the tools they need to succeed in their statistical endeavors and contribute to the field of biology.

Weight: 1140g
Dimension: 254 x 178 (mm)
ISBN-13: 9781032477411