Sentence examples for realization in the data from inspiring English sources
Furthermore, it is less dependent on the specific noise realization in the data.
The outcomes of both model validation and selection depend highly on the specific noise realization in the data but we have only one realization available.
Predictions by SPCA forecasting and kinetic modeling are more dependent on the noise realization in the data compared to cross validation with interior time points.
At this level of extreme similarity between the model structures, model selection based on tiny differences between the predictive powers of the models leads to random conclusions that are heavily dependent on the specific noise realization in the data.
Due to the low number of calibration data and large measurement noise, we found large variability of the predictions depending on the exact noise realization in the calibration data.
According to the 3GPP-LTE system, the eNode-B is the one that for each TTI (in our case channel realization) acquires the data about the channel conditions for all the users in order to provide this information to the channel scheduler.
The heterogeneous characteristics of the dependent variables of this experiment motivated the realization of normality tests in the data.
A frequentist alternative is to formulate the MIP as the probability a locus would be included in a sparse model under an alternative realization of the data.
Needless to say, 2018's data-linked PR disasters have put a dent in that prediction and have severely slowed down the realization of the data promise for the individual customer.
Our method, LASSO local automatic regularization resample model averaging (LLARRMA), combines LASSO shrinkage with resample model averaging and multiple imputation, estimating for each SNP the probability that it would be included in a multi-SNP model in alternative realizations of the data.
Mean Relative Noise at each noise level is given as the mean of the MRN values in 100 different realizations of the data, calculated based on Equation 7. The numbers show in how many of the 100 different noise realizations an invalidation decision was made for the models being questioned by using forecast analysis.
