Sentence examples for modelling framework we from inspiring English sources

Using the joint modelling framework, we are interested in two prediction settings previously defined [ 6].

Whilst the majority of the above can be addressed within a Cox modelling framework, we feel that parametric models have the advantage of directly estimating cause-specific hazard rates in the model as well as handling non-proportional hazards with ease.

Using this modelling framework, we quantify the impacts of the area and spatial configuration of the wild remnant patches as well as the duration of the cropping season on the emergence of crop pathogen and its subsequent specialization on the cultivated host over time (Fig. 2).

We estimate a or π using numerical optimization to find the value that maximizes L. Now that the data have been placed into a modelling framework, we can use the models to ask if different samples follow different multinomial distributions.

Using the Dyna-CLUE land use modelling framework we incorporate socio-economic and bio-geographical variables to model scenarios of land change for 2035.

In order to test the effectiveness of our proposed integrative modelling framework, we use a real-world biochemical system, the 'Ras/Raf-1/MEK/ERK' signalling pathway [ 72], which is called 'The RKIP pathway' in this research for ease of description.

By analyzing HbA1c on risk of mortality, CVD events and the combination of CVD and PAD events in a time-dependent modeling framework, we were able to include all measurements over the whole observation period.

Within the generalized linear modeling framework, we can construct a likelihood ratio test of interaction between the two SNPs, Λ, by comparing the deviance of model (1) when β12 = 0, with that when β12 is unconstrained.

To this end, we employed a recently published dynamic transmission modelling framework that we further adapted and expanded to include a hypothetical S. aureus vaccination component in order to estimate potential benefits of vaccinating patients prior to hospital admission.

Using a regression-based gene expression modelling framework [ 4], we evaluated the accuracy of predicted RPKM-normalised transcript abundance compared to actual RNA-seq data genome-wide for H1-hESC, GM12878 and K562 cell lines.

For our first attempt to estimate potential benefits of vaccinating patients prior to hospital admission, we chose to start by employing a recently published dynamic transmission modelling framework [ 23, 24], which we further adapted and expanded to meet our specific objectives.