Sentence examples for variable analysis approach from inspiring English sources

Fifthly, we used a linear instrumental variable analysis approach, which might seem at odds with the observational estimates we identified as a non-monotonic increase in cognitive function with alcohol.

Given the reduction in the number of variables, the variable cluster analysis approach proved to be more powerful when correcting for false discovery rate.

However, no previous studies have used a variable cluster analysis approach to determine the most salient chronobiological characteristics among a large dimension of variables in association with mood state.

Like our study this focused on direct adjustment approaches, where the major batch effect (platform used) is clearly identifiable rather than surrogate variable analysis (SVA) approaches [ 38, 39], which look at latent or unknown variables, such as when samples are processed on different days, in different groups or by different people.

While other techniques such as 'instrument variable analysis' offer alternative approaches to this problem, determining a viable instrument remains challenging.

This framework includes the following six areas of potential study biases: study participation; study attrition; measurement of prognostic factors; measurement of and controlling for confounding variables; measurement of outcomes; and analysis approach.

They did not invent a new genotyping method but used the well-known multiple locus variable analysis (MLVA) number of tandem repeats approach.

Also, the system analysis approach showed all variables to be interrelated in the model and is useful to enable the achievement of low-carbon development strategy for the WAPP electricity system.

We used the observational association to inform on the approach for the instrumental variable analysis.

A notable advantage of our analysis approach is detecting plants under seasonally variable light conditions and across variable growth stages, which allows processing image stacks without manual intervention.

The analysis approach used UTM Northing as one variable and residual genetic distances obtained from the linear regression of genetic distance on geographical distances as the second variable.