{"product_id":"bayesian-data-analysis-in-ecology-using-linear-models-with-r-bugs-and-stan-9780128013700","title":"Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan","description":"\u003cp\u003e • Author(s): Franzi Korner-Nievergelt\u003cbr\u003e • Publisher: Academic Press\u003cbr\u003e • Publisher Imprint: Academic Press\u003cbr\u003e • BISAC: Environmental Science (see also Chemistry - Environmental)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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.","brand":"Academic Press","offers":[{"title":"Paperback","offer_id":45309959340183,"sku":"9780128013700","price":4500.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780128013700.webp?v=1769286643","url":"https:\/\/atlanticbooks.com\/products\/bayesian-data-analysis-in-ecology-using-linear-models-with-r-bugs-and-stan-9780128013700","provider":"Atlantic Books","version":"1.0","type":"link"}