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WinBUGS is particularly useful for fitting complex hierarchical models that would be difficult to handle using a maximum-likelihood approach, which was important to our decision to fit our models with a Bayesian approach.
The version of PSO utilized in this report has been published previously and was particularly useful for fitting parameters to signaling models [ 26, 35].
On the other hand, it naturally deals with measurement error and might also be useful for fitting to datasets which do not comply with the SDE assumption, for example, if data points are averages over replicates, come from different samples and/or represent a population of cells.
> -wrap-foot> We describe our scalable framework gpu-lasso, which can be particularly useful for fitting sparse models in high-dimensional settings.
Although Kazemian el al. (2010) did not find a quadratic term for Hb generally useful for fitting logistic models to Drosophila expression patterns, they did find this to be true for Bcd, particularly for the anterior parts of the expression patterns.
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The parameter c can provide greater flexibility in the form of the generated distribution and, consequently, it can be a very useful model for fitting positive data.
Hybrid zones analysis programs like HZAR provide useful functions for fitting clines along geographic transects (Derryberry et al. 2014).
In these plots, useful frequencies for fitting straight lines were observed from approximately 1/20 Å−1 to the frequency where FSC f = 0.143.
The estimates of Σ ARNC and Σ ARCA 2 are very similar, because the non-causal nodes do not provide useful information for fitting the target node.
Hunter says such tests are useful for fit, healthy, active people but may be too challenging for the general 'apparently healthy' population.
Such improvements reveal that Flickr users' trips can be a good proxy of collective human mobility at different resolutions, and can be particularly useful when real data for fitting the gravity model is not available.
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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