Sentence examples for variable which enables from inspiring English sources

It is derived by calculating the difference between the cross-validated model performance (out-of-bag mean square error; MSE) using all variables as model input and the performance of a model with permutated values within the respective variable, which enables a ranking of the most important variables by increase in MSE.

The GLMM uses: (1) a link function (typically nonlinear on the parameters) to specify the relationship between the mean of the response variable and a linear model; and (2) a variance function to describe the relationship between the mean and the variance of the distribution of the response variable, which enables it to relate traditional linear regression to non-normal data.

The simplified model is described by physically meaningful state variables, which enables controller designers to effectively consider practical objectives and constraints.

We pursue two separate analyses: an analysis ofindependent variables, in which we tie each study to a particular guiding learning theory in an attempt to determine which guiding theory has had the most predictive success; and an analysis of dependent variables, which enables us to determine which measurement techniques have been most sensitive to the learning benefits of AV technology.

When we use the subsample with available socioeconomic variables, which enables us to take these characteristics into account, the results are the same, in both hospital fixed and random effects specifications (columns 5 and 6 of Table 3).

We use both arm-index s and time t (rather than only time) as input variables, which enables the approach to encode the movement of invertebrate arm movements with a compact model (namely, by encoding the movement of all points along the arm).

To overcome this limitation we collect data on the type of ICS (fluticasone or fluticasone/salmeterol) as a co-variable, which enables us to include it as a confounder in the multi-variable analysis or to perform stratified analysis.

The methodology also captured the interaction between variables which enabled exploration of the retention mechanism involved.

Emphasis is on synthesis conditions including the control of variables which enable the preparation of well defined pore size distributions.

An important step towards meeting these recommendations would be achieved by a risk stratification tool that consisted entirely of readily available preoperative variables which enabled easy calculation of a predicted percentage mortality.

Another strength of the present study is the availability of data on multiple confounders and also repeated measures of all variables, which enabled us to better account for the confounding effect of changes in lifestyle factors over time.