Bayesian data analysis in ecology using linear models with R, Bugs, and Stan / (Record no. 1608)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01803cam a22002657i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780128013700 |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | MED QH541.15.S72 |
| Item number | K67 |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Korner-Nievergelt, Fränzi, |
| 245 10 - TITLE STATEMENT | |
| Title | Bayesian data analysis in ecology using linear models with R, Bugs, and Stan / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 316 pages : |
| Other physical details | illustrations ; |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides the theoretical background in an easy-to-understand approach, encouraging readers to examine the processes that generated their data. Including discussions of model selection, model checking, and multi-model inference, the book also uses effect plots that allow a natural interpretation of data. Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN introduces Bayesian software, using R for the simple modes, and flexible Bayesian software (BUGS and Stan) for the more complicated ones. Guiding the ready from easy toward more complex (real) data analyses ina step-by-step manner, the book presents problems and solutions-including all R codes-that are most often applicable to other data and questions, making it an invaluable resource for analyzing a variety of data types.-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Ecology |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Bayesian statistical decision theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Linear models (Statistics) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Bayes Theorem. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Linear Models. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Von Felten, Stefanie, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Roth, Tobias, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Almasi, Bettina, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Guélat, Jérôme, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Korner-Nievergelt, Pius, |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://www.loc.gov/catdir/enhancements/fy1606/2014957273-d.html |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Not for loan | Collection code | Home library | Current library | Shelving location | Date entered | Source of acquisition | Cost, normal purchase price | Full call number | Bar code | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Shelf #1 | Directorate of Library Services | Directorate of Library Services | General Collection | 09/21/2020 | Book Aid | 181700.00 | MED QH541.15.S72.K67 | 000000114193 | Books |