Sentence examples for simulation of data from inspiring English sources

Here, computer simulation of data (using the Monte Carlo method) allows a much wider range of data sets to be explored quickly and efficiently.

To solve these problems we propose a gateway for network protocols conversion that implements functions like interconnectivity, protocol data type and format conversion and scaling, data validation, management of local/remote commands, simulation of data packets transmission and requests, communication packets analysis and redundant communication links.

Fig. 3 Simulation of data ingestion in the data pipeline.

Fig. 4 Simulation of data processing in the data pipeline.

After running a simulation of data fabrication scenarios, they settled on 85% as the cutoff.

Table 5 discusses the simulation of data processing in the data pipeline in the context of the requirements identified in RQ1 of this study.

In simulations of data with 20 samples per group, Messina's false discovery rate (FDR), defined as the fraction of detected genes with less than the minimum required simulation frequency of differential expression, was 2.26%.

The screeplot of the correlation matrix of the 20 items was drawn, the number of dimensions of the scale was appreciated with application of Kaiser's criterion (eigenvalues > 1) and Horn procedure (random simulations of data sets).

(Here we are invoking the word "identified" to indicate that the model equations and associated parameter values are reported along with comparisons of model simulations of data used to identify the parameters).

Empirical power was estimated from 1,000,000 replicate simulations of data for each of several parameter sets, using the z 1 2 test and α = 5 × 10−8, whereas theoretical power was estimated using λ1.

The processes of estimation of parameters for models from data, and simulation of new data from models are fundamental to pharmacometrics.