Sentence examples for build a parsimonious model from inspiring English sources

We used a step-wise variable removal procedure to build a parsimonious model and to rank contribution of variables in our final model.

This helps to build a parsimonious model.

We then used forward selection method to build a parsimonious model to adjust for other confounders.

In efforts to build a parsimonious model, the indicators of pain frequency, intensity, and cumulative pain site scores were retained, and potential pain diagnosis scoring were not included in the preliminary model.

To compare the effect of gene constellation with the better-known effect of recombination rate and X- versus autosomal linkage, we build a parsimonious model using stepwise regression analysis [ 30].

Due to the ability of capturing linear and nonlinear dependencies between variables simultaneously, mutual information between each candidate variables and target is calculated and employed to induce a continuous wavelength interval, which is subsequently applied to build a parsimonious calibration model for future use by kernel partial least squares.

We built a parsimonious multivariate model, guided by the analyst, entering each potential variable one by one, starting with those strongly associated and clinically relevant and keeping only statistically significant and mutually adjusted variables in the final model.

This includes multiple hypothesis testing and a regression tree that builds a parsimonious and predictive model of the suitable configurations of the parameters.

Djuranovic S, Nahvi A, Green R. A parsimonious model for gene regulation by miRNAs.

The objective is to find a parsimonious model that can be used to inform public policy.

A parsimonious model predicted survival as a function of age and mode of mobility at discharge (wheelchair-dependent or ambulant).