The expression values must be imported as node attributes and due to the statistical model utilized, only data with at least two replicates per condition can be processed.
The best performing model utilizing only administrative data (model 8) included the following variables: ≥6 albuterol MDI, ≥3 ipratropium MDI, ≥1 outpatient ICD-9 code, ≥1 inpatient ICD-9 code, and age (model 8, AUC = 0.79, 95% CI 0.78-0.80, Table 2).
To create spatial prediction models we used a model that utilized only information that came from the biotic interaction network.
The HIL model in this paper utilizes only regular equipments.
This strategy improved discrimination ability significantly compared to a model utilizing FIT results only [ 27].
This modeling is accurate for undiluted solar irradiation and it is ideal for the present case because the PTC utilizes only the solar beam irradiation.
For the development of ITRs, predictive and important prognostic covariates can be incorporated in the regression model for the clinical outcome Y along with the propensity scores, while other covariates may be utilized only in the model for estimating the propensity scores.
Our model utilized monthly discontinuation rates.
An assumption used in the coupled model was that the degrading bacteria utilized only liquid-phase substrate.
Specifically, our multichannel parameter estimation approach is similar to that proposed in [16, 17] for Gaussian parametric model-based STAP detectors, whereas we utilize only training signals for parameter estimation.
