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Using latent variables has some effect on the modelled (co variance structures; because the latent variable model uses less parameters than the full (co variance matrix, the (co variance structure is somewhat restricted, similar to using only the main principal components in a principal component analysis or frequentist factor analytic model, e.g., [ 34].
The medium-range model uses less data but contains more observations.
The transition matrix of the current model uses less parameters and the correlations between the state-indicator variable and the component distributions are allowed to be different.
Cropbox offers a similar container and smartphone sensors, although its design offers just 2,800 planting spots, and the current model uses less efficient conventional lighting to grow your choice of greens, strawberries, or fodder.
Compared with the multiple linear regression model, the particle filter model uses less training data.
In addition, the particle filter model uses less training data and more frequency information than the multiple linear regression model, which shows the potential of nonlinear decoding models.
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Proposed model using less parameters than CCJ model affords good agreement with the experimental data and consistent parameter values through the whole shear rate range and different applied electric field strengths.
Following the statistical identification of severity grade biomarkers from CSFs, we attempted to construct a HAM/TSP diagnostic model using less-invasive plasma specimens.
This should mean that as consumers replace their washing machines, televisions and lighting, the new models use less energy.
It remains that plus models, used less in general and usually as a "special" feature, are featured in less clothing most of the time.
We explored models using less attributes, but found that 6 attributes performed best.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com