Sentence examples for based on multivariate modeling from inspiring English sources
The association between HUS and the eae gene, the stx2 gene, or both, has been observed in several other epidemiologic studies (7 – 10 ), although to our knowledge only one has been based on multivariate modeling (11 ).
Typically, methods for the analysis of SRS data rely on the statistical investigation of disproportionality (DP) [ 14 ], or are based on multivariate modeling [ 3, 4 ].
The methods were based on multivariate models using either (1) fatty acid composition monitored by GC-FID or (2) fluorescence landscape signals analysed using the PARAFAC model and in both cases predicting dioxin content as pg PCDD/F TEQ-WHO/g lipid.
Based on multivariate models, modifications in this gene set remained an independent predictor for DFS.
The results presented are predicted values based on multivariate models using all measured metabolites.
Thus, there is a rationale for developing risk scores based on multivariate models that can more efficiently optimize the accuracy of combined predictors.
Maps of potential impact of interventions, based on multivariate modelling, displayed how partial and full implementation of programmes could improve outcomes across a country.
Based on multivariate models that included clinico-pathologic correlates associated with prognosis (age, tobacco consumption, N stage and extra-capsular spread), modifications in the Notch pathway remained an independent predictor for DFS.
In this work, we investigate the feasibility to estimating causal interactions between brain regions based on multivariate autoregressive models (MAR models) fitted to magnetoencephalographic (MEG) sensor measurements.
These limitations associated with the use of IGT to identify high-risk individuals have lead to the development of prediction models based on multivariate logistic models using risk factors for T2DM (e.g., age, sex, BMI, fasting plasma glucose [FPG], lipid profile, and blood pressure) (10– 10).
Causal coherence[40 42] or partial directed coherence[43, 44], based on multivariate autoregressive modeling may be used for this purpose.
