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Rather, all that is needed is to take the existing fitted models and calculate the mutual information from the scatter plot of true velocity vs. calculated velocity – a one dimensional calculation that can be done with binning in, say, 16 velocity bins of approximately equal occupancy.
A selection between two alternative models H0 and H1 can be made by calculating the ratio of their posterior probabilities (1), a calculation that can be decomposed into the Bayesian evidence (Z0 and Z1) and the prior probability of the respective hypotheses.
The crucial thing to understand here is that you do need to take the state of the business cycle into account; it's not enough simply to do what Nate Silver, for example, does, and look at spending as a share of GDP — a calculation that can be deeply misleading in the aftermath of a severe recession followed by a slow recovery.
Most of the computational time in N-Reverse Monte Carlo modeling is spent in the evaluation of the structure factor for each trial configuration, a calculation that can be easily parallelized.
They are integral to HESA's position as a centre of calculation that can collect and 'warehouse' data from large numbers of institutions, and then process and distribute those data to other sites in ways that might produce conviction about what those data are saying, and thereby shape decision-making, political deliberation or policymaking processes.
It is important to note that calculations that take a few days on these datasets using a state-of-the-art desktop workstation are reduced in time to a calculation that can be performed over lunchtime in a state-of-the-art cluster.
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Not only is there higher resolution from a given number of pixels, but there is less loss of light and less need for the correcting calculations that can distort the image.
It seems that we've crashed up against the absolute precision of 64-bit floating-point calculations that can be stored on the internet for ever, and we've decided that in some cases we'd prefer to be vague, and transient.
A technique uses DNA strands to perform calculations that can be scaled up in complexity.
The paper presents data obtained by finite element (FE) calculations that can be compared with those obtained by classical theories developed for the erosion of materials.
There is a need to be able to apply very fast calculations that can be used in tunnel design and studies of environmental impacts.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com