In the validation data, we classify a sample with model score larger than the threshold as tumor and those below the threshold as normal tissue.
Estimates of variance components obtained using Gibbs sampling with model MGD and with an equivalent MGD-SNP model are in Table 2 and were similar to REML estimates with model MGD.
Both Gibbs sampling with model MGD and at the marker level with the MGD-SNP model resulted in estimated variance components that were comparable with REML estimates for most traits.
The comparison of drawing load and some geometrical characteristics of experimental samples with numerical model predictions allowed to establish a good correspondence of model with experimental findings, thus validating the numerical model.
Engng Sci.47, 3037 3057, 1992) model for penetrant transport in glassy polymers was investigated by comparing experimental results of dodecane transport in crosslinked polystyrene samples with the model.
We obtained airborne VOC concentrations (48-hr integrated samples) with 3M model 3500 organic vapor monitors (3M Corporation, St. Paul, MN), which are charcoal-based passive air samplers.
Indeed, if there were no added benefit in considering two models, one would see similar fits to both within and between-host viral samples with both models.
Zeebe and colleagues compared isotope samples with computer models of the climate system.
With data available from samples run at both starting levels, we can use the 50 ng UHRR and 250 ng UHRR samples to estimate the bias due to starting RNA quantity (via fitting a locally smooth regression) and can then project the 50 ng Brain sample with that model to obtain our prediction for how a 250 ng Brain sample would look.
The calibration, which utilizes, primarily, the bands at ∼1730, 1094, 997, and 860 cm−1, spans isotropic, uniaxial and biaxially oriented samples with a single model; this is superior to univariate calibrations which require separate models for isotropic and oriented samples.
