Sentence examples for missing data changes from inspiring English sources

The statistical results of both models are found to be encouraging; particularly results of running the ELM model with incomplete sets of data, noticing that the sensitivity of the proposed model to missing data changes from one location to another, as well as along the year for certain study location.

The fraction of missing data, q, changes the entropy rate estimate.

We generated a weighted average of the concentrations on days with data available to account for missing data and changes in frequency measurement.

Furthermore, sensitivity analyses were conducted to control for baseline HbA1c values and account for imputations on missing data; no changes in the results were observed.

In addition, some time intervals do not have associated radar observations due to the plume being obscured by precipitating clouds, missing data, or changes in the operational mode of the radar (Arason et al. 2011b).

Utilising linear extrapolation to replace approximately 9% (28/299 data points) of missing data, mean±SD changes from baseline to week 208 were 2.1±5.2 in the placebo→golimumab 50-mg group, 1.3±4.1 in the golimumab 50-mg group and 2.0±5.6 in the golimumab 100-mg group.

To account for missing data, mean change in visual acuity was assessed using a last observation carried forward (LOCF) analysis.

The long duration of our study period (1973 2009) may affect the results due to missing data and change of management.

Logistic regression models on the other hand are known to be more stable than decision trees with regard to missing data and small changes in the data sets which often lead to changes in tree structure.

The results from our sensitivity analyses, which explored the robustness of the findings to missing data and to changes in lipid and blood pressure measurements, were all consistent with our main analyses.

Imputing missing data did not change effect estimations significantly, but increased the effect estimates on change in TBF% in favour of the intervention schools.