Sentence examples for analysis random from inspiring English sources

To continuously provide close to equal numbers of participants in the control and treatment groups for interim analysis, random allocation is performed using a randomized block design with variable block sizes and an allocation ratio of 1 1 [ 67].

DCEs are a choice-based alternative of the conjoint analysis (Random Utility Theory) [15].

The model takes into account stress analysis, fatigue failure analysis, random distribution and material property degradation.

For more analysis, random problems in different sizes were generated and solved for five and ten facilities.

Research methods from social science, such as social network analysis, random coefficient modeling, and advanced measurement techniques, can contribute much to the health sciences.

Fig. 4 Forest plots of Sensitivity analysis (random effects model) Fig. 5 Forest plots of Sensitivity analysis (removing one study at a time).

Average parameter estimates of activity (betas) for each feedback condition were extracted from all voxels in regions of interest (ROIs), defined by the full-extend clusters showing significant activation at a voxel-level of p<.001 (uncorrected) in the SPM group analysis (random-effect contrasts).

Parameter estimates computed for each epoch and each participant were subsequently used for the second-level group analysis (random-effects) using t-test statistics and multiple linear regressions.

Despite the unavailability of provincial-level predictors in this analysis, random-effects models provide information on the proportion of total variation that is explained by provincial factors (unobserved).

For external validation in public datasets, after individual calculation of the odds ratio (OR) for each dataset, we performed a pooled analysis (random-effects model) using the R-based software OpenMetaAnalyst [ 35].

In WHII, glucose, insulin, HOMA-IR and HOMA-B were compared using data from all phases using multi-level mixed regression analysis (random-intercept model), which takes into account the intra-individual correlation between repeated measurements and is not sensitive to missing values.