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A simple model containing few free parameters performed well and is particularlywell suited to situations where available data is scarce.
Occam algorithm gives smooth models with sharp boundaries between geoelectrical layers and leads to a simple model containing the essential properties of all possible models fitting the field data (Constable et al. 1987).
This argument is further supported by evidence generated from a multi-agent simulation of ARIM [23], using a simple model containing a population of ZIP trading agents buying and selling RIs on a simulated exchange (see [24] for ZIP's design and [25 27] for a review of ZIP).
Therefore, combining both images can be done with a simple model containing two shift values: one for the x axis and one for the y axis.
Signorini et al. [ 20] design a simple model containing variables such as age and GCS, but the small number of attributes may limit the reliability of the generated rules.
Figure 4 shows the effect of increasing the number of underlying AS signals C in our model, where the baseline is a simple model containing only two tissue-specific AS signals, a tissue-independent signal (λ B ) and the expression-dependent signal (λ V ).
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Using a five-month reduced dataset, simple models containing only body mass showed a better fit (daily visit frequency: AIC = 4314.6; intensity of use, AIC = 4130.1) than models that included sex-age classes as predictors (daily visit frequency: AIC = 4352.5; intensity of use, AIC = 4182.0).
The simplest model, containing only TCH as an explanatory variable, has an R2 of 0.75, similar to that achieved by more complex models.
The model used in the current study of cultured urothelial cells is a much simpler model containing only a single cell type and a single exogenously supplied mediator.
Although our simple models contain many plausible relations that have some precedent in previous epidemiological observations, they were developed and calibrated in the absence of some important numerical data (e.g., data stratified by age and gender).
This relatively simple tissue model containing a 3D cartilage component interacting with synoviocytes and macrophages could be useful to understand early causes and progression of OA.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com