A Primer in Biological Data Analysis and Visualization Using R

en Limba Engleză Hardback – 9 aug 2021

This text is an engaging, practical, and lab-oriented introduction to R for students in the life sciences. This second edition has been revised to be current with the versions of R software released since the book’s original publication. It features updated terminology, sources, and examples throughout.

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Specificații

ISBN-13: 9780231202121
ISBN-10: 0231202121
Pagini: 224
Dimensiuni: 188 x 263 x 19 mm
Greutate: 0.6 kg
Editura: Columbia University Press

Notă biografică

Gregg Hartvigsen is a professor in the Department of Biology at the State University of New York at Geneseo.

Cuprins

Preface to the Second Edition
Acknowledgments
Introduction
1. Introducing Our Software Team
2. Getting Data Into R
3. Working with Your Data
4. Tell Me About My Data
5. Visualizing Your Data
6 An Overview of Science, Hypothesis Testing, Experimental Design, and Inference
7. Hypothesis Tests: Using One- and Two-Sample Tests
8. Hypothesis Tests: Differences Among Multiple Samples
9. Hypothesis Tests: Linear Relationships
10. Hypothesis Tests: Observed and Expected Values
11. A few More Advanced Procedures
12. An Introduction to Computer Programming
13. Final Thoughts
Appendix: Solutions to Select Problems
Bibliography
Index

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