Applied statistics with R a practical guide for the life sciences / Justin C. Touchon.
| Author/creator | Touchon, Justin C. |
| Other author | Oxford University Press. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Oxford, United Kingdom ; New York, NY : Oxford University Press, 2021. |
| Description | xix, 313 pages : illustrations (some color) ; 24 cm |
| Supplemental Content | Full text available from Oxford Scholarship Online |
| Subjects |
| Contents | 1 Introduction to R -- 2 Before you begin (aka thoughts on proper data analysis) -- 3 Exploratory data analysis and data summarization -- 4 Introduction to plotting -- 5 Basic statistical analyses -- 6 More linear models! -- 7 Generalized linear models (GLM) -- 8 Mixed effects models -- 9 Advanced data wrangling and plotting -- 10 Writing loops and functions in R -- 11 Final thoughts. |
| Abstract | This book uses the statistical language R, which is the choice of ecologists worldwide and is rapidly becoming the 'go-to' stats program throughout the life-sciences. Furthermore, by using a single, real-world dataset throughout the book, readers are encouraged to become deeply familiar with an imperfect but realistic set of data. - - Source other than the Library of Congress. |
| General note | Includes index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Issued in other form | Ebook version : 9780191905537 |
| Genre/form | Electronic books. |
| LCCN | 2021934831 |
| ISBN | 9780198869979 hardcover |
| ISBN | 0198869975 hardcover |
| ISBN | 9780198869337 paperback |
| ISBN | 0198869339 paperback |