Sentence examples for real data analyses from inspiring English sources

Simulation studies and real data analyses demonstrate that XP-BLUP adaptively utilizes trans-ethnic information and can substantially improve predictive accuracy in minority populations.

Results of the numerical study and real data analyses reveal that the SCAD is a valuable tool for identifying active factors in SSDs.

As concerning the processing time of the four CSBs, both the simulated and the real data analyses have shown that the SL0 algorithm is at least one order of magnitude faster than SPICE, IAA-APES, and L1 algorithms.

Through both real data analyses and simulation studies, we found that, strikingly, such an analysis was generally valid (with only small biases or slightly inflated Type I errors) for the ADNI data, though cautions must be taken when analyzing other data.

The throughput of each machine is constantly increasing, following the technical development of the respective chemistries, making it difficult to provide updated comparisons relying on real data analyses.

The simulations and real data analyses were performed on a quad-core i7 920 PC overclocked to 4GHz running the Ubuntu Karmic Koala operating system.

Because each chromosome arm is analyzed independently in our real-data analyses, our simulated datasets each consist of a single simulated chromosome arm.

Additional file 1 Zipped folder containing all necessary R-Code to reproduce and evaluate the real-data analyses and simulations presented in the paper and in Additional file 2, as well as Rda-files containing all fold errors computed in the real-data analysis enabling fast evaluation of the corresponding results.

Simulation study and real GWAS data analyses results support the improved performance of our PLS-based MLAS in disease genes mapping relative to other popular MLAS approaches investigated in this study.

Target and reference primer pairs were validated for amplification efficiencies for real time data analyses, either by the 2-ΔΔCT method [58] for primers with similar efficiencies, or the 2ΔCT (target)/2ΔCT (reference) method for primers with different efficiencies [59] for relative qPCR.

Real time data analyses were carried out by the 2-ΔΔCT method for relative qPCR [ 27].