Sentence examples for by statistical modeling using from inspiring English sources

A combination experimental approach, utilizing semi-empirical excipient screening followed by statistical modeling using design of experiments (DOE), was undertaken to identify stabilizing candidate formulations for a lyophilized live attenuated Flavivirus vaccine candidate.

Data were analysed by statistical modelling using JMP commercial software (version 10; SAS Inc., Cary, NC, USA).

Among the strengths of the study are the complete billing data of participating physicians, and, in contrast to other research [ 27], a considerable amount of variance in cost outcomes could be explained by statistical models used in the study.

In the study, we perform the classic landscape-ecological method of land use mapping, and several spatial analytical tools provided by the GIS environment with statistical modeling using obtained spatial data.

For both PSA and CLU, subjects were excluded from analysis only if they had fewer than four assessments or if assessments ended before 21 days following initiation of study treatment; these exclusions were required by the statistical modeling used and are considered too few in number to induce significant bias.

You'll learn these methods by practicing statistical models using both public health and clinical data.

The high-fidelity groundwater model is approximated by a fast statistical model using Bagging Multivariate Adaptive Regression Spline BMARSS) algorithm, and hence the MCMC sampling can be efficiently performed.

Therefore, we also performed an additional sensitivity analysis by constructing a statistical model using the highest chloride level and lowest SIDa of the first 2 days of admission.

We tested the robustness of this specification by comparing the fit of each statistical model using two other common working correlation structures: "exchangeable" (fixed correlation within individual) and "auto-regressive (1)" (correlation increasing with proximity between observations) using the QIC information criterion [ 54].

The mortality estimates were not materially influenced by the statistical model used (i.e., excluding patients with missing data on prognostic characteristics or separate categories for missing data these factors).

We tested the hypothesis of a correlation between the SOS of E. coli regulatory sites and the scores of their orthologs (calculated by the statistical models used to identify them) that may have arisen as the result of the aforesaid problem.