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Conditions for the IM analyses were as follows: short runs of 10 million steps were used to refine the parameter limits and heating parameters.
Additional data from surveys of health-seeking behavior, physician testing practices, and policies for confirmatory testing at public health laboratories could help refine the parameter estimates.
The heuristic searches relied on a preliminary run to refine the parameter search space (the initial values of Θ and M were estimated from FSTs, the searches included ten short chains of 1 × 10 generations with 5000 recorded genealogies followed by four long chains of 25 × 10 generations with 50 000 recorded genealogies, and a burnin of 10 000 generations was applied).
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Then, a relaxation iteration method is developed to refine the parameters of the total model.
The basis of the method is to approximate the model by a linear one and to refine the parameters by successive iterations.
Finally, the sparse bundle adjustment (SBA) is applied to refine the parameters, which updates the spatial lines by using the Cayley representation with an unconstrained optimization engine.
The team used the radial velocity data to refine the parameters of HD 154672 b from what was published in its discovery paper a year earlier.
Parameters are not inputted at the beginning of model, but throughout the process of model construction, we define, choose, and refine the parameters.
The GHMM is then successively run and retrained twice to refine the parameters.
Researchers can set up an SOL and refine the parameters when working on probe design tasks for other species.
We chose to stop the exploration at (k=5) (33 values of γ) because the observed convergence suggested that refining the parameter space would not produce much better results.
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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.

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CEO of Professional Science Editing for Scientists @ prosciediting.com