{"product_id":"9780128016787","title":"Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan","description":"\u003cp\u003e\u003ci\u003eBayesian Data Analysis in Ecology Using Linear Models\u003c\/i\u003e \u003ci\u003ewith R, BUGS, and STAN \u003c\/i\u003eexamines 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.  \u003ci\u003eBayesian Data Analysis in Ecology Using Linear Models\u003c\/i\u003e \u003ci\u003ewith R, BUGS, and STAN \u003c\/i\u003eintroduces 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.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntroduces Bayesian data analysis, allowing users to obtain uncertainty measurements easily for any derived parameter of interest\u003c\/li\u003e\n\u003cli\u003eWritten in a step-by-step approach that allows for eased understanding by non-statisticians\u003c\/li\u003e\n\u003cli\u003eIncludes a companion website containing R-code to help users conduct Bayesian data analyses on their own data\u003c\/li\u003e\n\u003cli\u003eAll example data as well as additional functions are provided in the R-package \u003ci\u003eblmeco\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119411773680,"sku":"9780128016787","price":79.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780128016787_p0.jpg?v=1763640649","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780128016787","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}