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Its forward backward algorithms can be used to estimate/update the model parameters, determine the predicted, filtered and smoothed probabilities, evaluate goodness of an observation sequence fitting to the model, and find the best state sequence of the underlying stochastic process.
Decoding: Given an observation sequence and model parameters, determine the corresponding optimal state sequence.
Evaluation: Given an observation sequence x, and model parameters, determine the probability, P x), of obtaining sequence x in the model.
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Frequency and transient simulations are performed considering nominal values of model parameters, determined experimentally.
Second, model parameters determined for the laboratory shear tests were used to develop FE models for full-scale pavement test sections.
With all the model parameters determined by independent experiments or calculated from available correlations, model simulations are performed and compared with the experimentally determined breakthrough profiles of the BiP column.
The extended Langmuir model has been used to model the competitive adsorption system – model parameters determined from single component experiments accurately predict two component adsorption data over the temperature and concentration ranges studied.
We show that, with key model parameters determined independently from EGF/fibroblast binding and internalization experiments, our model successfully predicts, as a first step, kinetic data for EGF binding to and internalization by B82 cells at 37°C.
The model parameters determined dynamically are quite different for these cases, evidencing the decisive advantage of the dynamic procedure while statistical results are in good agreement with experimental data.
The Langmuir, Freundlich and D R isotherm model parameters determined using non-linear regression analysis are summarized in Table 2.
Model parameters determined through informal interviews were as follows: small stock reproduction parameters, milk production levels and the value of milk.
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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