{"product_id":"9781138497399-bayesian-methods-in-environmental-s","title":"Bayesian Applications in Environmental and Ecological Studies with R and Stan","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eThe book is primarily aimed at graduate students and researchers in the environmental and ecological sciences, as well as environmental management professionals. This is a group of people representing diverse subject matter fields, which could benefit from the potential power and flexibility of Bayesian methods.\u003c\/p\u003e. \u003cp\u003eModern ecological and environmental sciences are dominated by observational data. As a result, traditional statistical training often leaves scientists ill-prepared for the data analysis tasks they encounter in their work. Bayesian methods provide a more robust and flexible tool for data analysis, as they enable information from different sources to be brought into the modelling process. \u003cstrong\u003eBayesian Applications in Evnironmental and Ecological Studies with R and Stan\u003c\/strong\u003e provides a Bayesian framework for model formulation, parameter estimation, and model evaluation in the context of analyzing environmental and ecological data.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFeatures:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAn accessible overview of Bayesian methods in environmental and ecological studies\u003c\/li\u003e\n\u003cli\u003eEmphasizes the hypothetical deductive process, particularly model formulation\u003c\/li\u003e\n\u003cli\u003eNecessary background material on Bayesian inference and Monte Carlo simulation\u003c\/li\u003e\n\u003cli\u003eDetailed case studies, covering water quality monitoring and assessment, ecosystem response to urbanization, fisheries ecology, and more\u003c\/li\u003e\n\u003cli\u003eAdvanced chapter on Bayesian applications, including Bayesian networks and a change point model\u003c\/li\u003e\n\u003cli\u003eComplete code for all examples, along with the data used in the book, are available via GitHub\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe book is primarily aimed at graduate students and researchers in the environmental and ecological sciences, as well as environmental management professionals. This is a group of people representing diverse subject matter fields, who could benefit from the potential power and flexibility of Bayesian methods.\u003c\/p\u003e\n\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40738439790689,"sku":"9781138497399","price":137.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/products\/512c62e243b605a2671e47106c3b5001.png?v=1677766106","url":"https:\/\/www.rarewaves.com\/products\/9781138497399-bayesian-methods-in-environmental-s","provider":"Rarewaves.com","version":"1.0","type":"link"}