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As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. For the very first time in a single volume, the Handbook of Approximate Bayesian Computation (ABC) presents an extensive overview of the theory, practice and application of ABC methods. These simple, but powerful statistical techniques, take Bayesian statistics beyond the need to specify overly simplified models, to the setting where the model is defined only as a process that generates data. This process can be arbitrarily complex, to the point where standard Bayesian techniques based on working with tractable likelihood functions would not be viable. ABC methods fines...
Claude Lorrain (1600-1682), an eminent seventeenth-century landscape painter, was an equally talented graphic artist. Lorrain's etchings match the mastery and execution of his paintings and yet are largely unrecognized by contemporary collectors and art historians. Andrew Brink, an astute and discriminating art collector, amassed an impressive collection of etchings, engravings, and mezzotints by European master printmakers from the sixteenth century onwards. The keystone works in the Brink Collection, now housed in Guelph, Ontario's Macdonald Stewart Art Centre, are by Claude Lorrain. In Ink and Light, Brink positions Lorrain's prints as seminal to the establishment of seventeenth- and eigh...
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This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface. Features: An internationally regarded editorial team. A distinguished collection of contributors. A thoroughly contemporary treatment of a substantial interdisciplinary interface. Written to engage both statisticians as well as quantitative environmental researchers. 34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.
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Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.