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This article, mainly targeted to practitioners, illustrates practical issues that may arise when applying MCMC technics to a mixture of distributions model on real data. This data is provided by coffee manufacturer to determine specifications for soluble coffee. Assuming a known number of components, parameters of each component are estimated using the Gibbs sampler and specifications are deriv...
Polarized extinction spectra of large fractal aggregates of colloidal silver deposited gravitationally onto a quartz substrate were measured by transmission as a function of angle of incidence. The spectral components tangential and normal to the average plane of the clusters compacted along the direction of deposition were extracted from these and compared with spectra calculated from simulate...
Most software-component research has been directed at functional specification of software components. The other, equally important, side of the coin is component quality. We present a foundational theory of reliability based on components. The theory describes in principle how component developers can make measurements that are later used by system designers to calculate — without implementati...
OO Big O 80 Joan Krone (Denison University) and W. F. Ogden (The Ohio State University) Ontology-based Description and Reasoning for Component-based Development on the Web 84 Claus Pahl (Dublin City University) Modeling Multiple Aspects of Software Components 88 Roshanak Roshandel and Nenad Medvidovic (University of Southern California, Los Angeles) Reasoning About Parameterized Components with...
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