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For the linear models, utilizing all of the features obtained the best accuracy, and features extracted by PCA provided for the best accuracy from the nonlinear models.
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As a second approach, modeling BPA as a continuous linear model utilizing all 46 samples identified 3,042 differentially methylated sites with a p-value < 0.05 and 523 sites with a p-value < 0.01.
In addition, we present a regression model utilizing all NEEAR study data to estimate NGI illness risk and to provide a basis for interpreting the results of the translation.
The resulting model utilized all 5 SNPs, all "conventional" variables and two-way interactions.
29 Regardless of OPAT model utilized, all are more complex, costly, and time intensive than oral antibiotic administration.
Initial models were developed utilizing all exposed subjects using a backwards elimination approach with an alpha of 0.15.
The differences could be due to a lack of statistical power in the second model or by utilizing all of the replicate measurements for the training cell lines.
We fit a final logistic regression model with data combined from multiple NHANES cohorts utilizing all measurements for a specific environmental factor, attaining an overall odds ratio.
We report here the whole genome comparative analysis of catfish with four model fish species, zebrafish, medaka, Tetraodon and stickleback, utilizing all currently available catfish genomic resources.
Utilizing all relevant data from our longitudinal sample, we examined these relationships with multivariate multilevel models (Singer and Willett 2003).
The model may utilize all aqueous concentration data collected downgradient of a source area, but does not require that any data be collected along the plume centerline.
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