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A salient aspect of the article is that it demonstrates the advantage of MOCU-based design over the widely used entropy-based design for both greedy and dynamic programming strategies and investigates the effect of model conditions on the comparative performances.
And in another paper submitted to The Astrophysical Journal, a group led by Lisa Kaltenegger of the Harvard-Smithsonian Center for Astrophysics and the Max Planck Institute for Astronomy, in Heidelberg, Germany, took the first stab at trying to model conditions on the Kepler 62 planets.
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The estimates on relative prevalence were calculated with a conditional logistic regression model, conditioned on age in 5-year strata and calendar year of diagnosis.
Second, in this model conditioned on (a floor), the average height rises, and in fact the height of almost all sites concentrates on levels H, H + 1 where.
Where sage were not present, we applied an autoregressive moving-average model conditioned on grass lysimeter measurements to derive evapotranspiration rates.
The probabilities are iteratively revised using expected values of the frequency of occurrence of the possible expansions, based on the current PCFG model, conditioned on the corpus.
The latent topic distribution of the test image is then computed as the activation probability (p({mathbf{h}} ^{L} mid {mathbf{v}} _mathrm{test})) of the topmost hidden layer in the HDLA model conditioned on the BoVW representation of the given test image.
We also fit the simplest model conditioned on the first infection including it into the analysis.
We then fitted the simplest model (conditioned on both first infection and 23rd February) to 10 such randomised datasets.
Figure 5 shows the corresponding risk maps for the estimates inferred from our best fit model conditioned on 23rd February.
The average estimates across 10 randomized datasets using the most appropriate model conditioned on 23rd February (i.e. cattle infectivity and interaction model) are also in Table 3.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com