Bayesian Applications in Environmental and Ecological Studies with R and Stan Qian Song S.
Bayesian Applications in Environmental and Ecological Studies with R and Stan Qian Song S. Modern ecological and environmental sciences are dominated by observational data. Bayesian methods provide a…
Specifikacia Bayesian Applications in Environmental and Ecological Studies with R and Stan Qian Song S.
Bayesian Applications in Environmental and Ecological Studies with R and Stan Qian Song S.
Modern ecological and environmental sciences are dominated by observational data. 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. As a result, traditional statistical training often leaves scientists ill-prepared for the data analysis tasks they encounter in their work.
Bayesian Applications in Evnironmental and Ecological Studies with R and Stan provides a Bayesian framework for model formulation, parameter estimation, and model evaluation in the context of analyzing environmental and ecological data.Features:An accessible overview of Bayesian methods in environmental and ecological studiesEmphasizes the hypothetical deductive process, particularly model formulation Necessary background
Bayesian Essentials with R