To investigate general characteristics of MixDTrees and compare it with other methods, we use simulated data from mixture models with different degrees of variable dependence, and apply several unsupervised learning methods.
The spatially variable rainfall was generated from the 0.05° gridded SILO daily rainfall with different degrees of variability.
Because fasting EGP was comparable between both groups, despite different degrees of glycemia, a variable contribution of cycling is rather unlikely.
This would be in agreement with previous observations showing that haploid budding yeast strains carrying disomies displayed increased genomic instability, and strains with different degrees of aneuploidy displayed variable degrees of chromosomal instability (Sheltzer et al., 2011; Zhu et al., 2012).
As suggested before, when comparing FAMsEs with different degrees of unsaturation, several additional variables need to be considered that can explain the opposite trend in D, including temperature, type, and number of interactions, and aggregate morphologies for different alkyl chain configurations.
Accordingly, the number of patients presenting different degrees of renal dysfunction is variable, but usually high.
A Poisson regression model was conducted to determine the relationship between monthly morbidity of dysentery and different degrees of floods controlled for climatic variables listed in Table 3, and all the explanatory variables with appropriate lag month were significantly included in the model.
23 As suggested by Dalberg et al the different results in the Swedish and the Danish cohorts may be caused by different degrees of misclassification of the outcome variables between the registries or differences in the use of adjuvant radiotherapy or systemic treatments after breast cancer.
When two data sets have been linked using a number of strategies that allow different degrees of latitude in the match variables, the estimated false match rate (derived as above) and corresponding true match rate (or positive predictive value) can be used to gauge whether relaxing linkage requirements results in identifying enough previously-missed links to outweigh the additional false links.
The multinomial approach allowed us to analyze BLL as a three-category dependent (outcome) variable and identify whether independent variables might have different degrees of association with either or both of the two higher BLL categories (30 44.9 and ≥45 μg/dL).
