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A publicly available and validated MCC implementation might therefore be promising for the discovery of variable interactions in proteomics, metabolomics, genomics and transcriptomics data using RF, especially if the implementation would also include the determination of variable interactions for subsets of samples and visualization tools that support interpretation of such complex relationships.
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An experimental design was applied for the determination of variables which affect to recovery and to optimize the extraction parameters, surfactant concentration and volume, microwave time and power.
This adjusted for confounders and enabled determination of variables of interest associated with increased risk of hearing disturbance.
For determination of variables independently associated with waist circumference multivariate linear regression analyses were performed for both polymorphisms.
The use of SEM allowed for the determination of variables that most affect a young adult's decision to purchase health insurance.
R = coefficient of determination (expressing the percentage of determination of dependent variable by independent variables).
The determination of suitable variable hard sphere (VHS) molecular model parameters for DSMC simulations using measured growth rate distribution is demonstrated with aluminum vapor as an example.
Second, our analysis was based on a determination of each variable at a single time point.
Notable among the strengths of the study is determination of the variable costs registered for all the emergency visits and their association with country of origin.
Strengths of the present study included the design with cases identified in a large population based clinical register and the use of matched controls in order to minimize confounding of the socioeconomic variables, and also the baseline determination of outcome variables at the age of one year before breast cancer diagnosis for the cases.
Applying the fixed parameter model then leads to a prediction of the dependent variables' distributions representing an indirect determination of these variables for every cell of the population.
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CEO of Professional Science Editing for Scientists @ prosciediting.com