Sentence examples for model approach as from inspiring English sources

It was concluded that a linear full-factorial regression model approach, as well as neural network modelling are promising tools for the prediction of SMB at the landscape scale but need to be validated for the respective region.

Calcium dependent protein kinase (CPK) genes from Malus x domestica were downloaded from the publicly available phytozome (http://www.phytozome.net, http://www.rosaceae.org) database using the hidden Markov model approach as well as the BLASTP protocol [ 32, 33, 60].

We use two different strategies to calculate the FDR: 1) a mixture model approach as described by Allison et al [112] and 2) a step-up FDR controlling procedure suggested by Benjamini and Hochberg [23].

Statistical analysis was performed using the general linear model approach as implemented in SPM.

This was conducted using standard procedures using the general linear model approach as implemented in SPM5.

We took the same model approach as in our article, and refer to it for details regarding the model.

Evidence has emerged from alternative animal model approaches as well as clinical and population epidemiological studies that co-morbidities contribute significantly to neurodegeneration/cognitive decline and systemic inflammation has been a strong common theme in these approaches.

Hence, validate the models and modeling approach, as well as show how they capture, through one main parameter, the metabolic dynamism of the critically ill patient.

p-Values were calculated using a mixed models approach as described in methods.

Based on the results of this cataract example, we propose applying the univariate stratification approach in the first instance, despite its rather exploratory nature - and to consider the results from the regression modelling approach as additional information providing confirmation if there is sufficient model fit.

Ultimately we did not evaluate a joint modeling approach as it was considered potentially challenging to develop such a model based on the limited data available and it would still remain doubtful to what extent this imputation method would lead to a decrease in bias.