Sentence examples for real dataset analysis from inspiring English sources
This phenomenon was also observed in the results of the real dataset analysis presented in Table 5 with many of the real datasets being best described by '+F' versions of the expected models.
For application on real datasets, the analysis gives insight into the limitations of both the approach and the data requirements.
In order to demonstrate the use of functionalities in NetWalker in a real dataset, we undertook an analysis of microarray gene expression data from MCF7 cells before and after treatment with lethal (10 uM) and sublethal (1 uM) doses of chemotherapy drug doxorubicin.
CB performed the functional analysis of real dataset.
After a careful analysis on a real dataset however, it is found that the observed time differences between action and activation exhibit a heavy-tailed distribution.
The potential of the proposed model was demonstrated through analysis of a real dataset from DAVIS.
These methods are shown useful in the influence analysis of a real dataset of an experimental population from an F2 mouse cross.
However, when such a reference table has been produced, e.g. for the analysis of a real dataset, it can also be used to quantify bias and precision on test datasets as well.
In this paper, we will compare the performance of Bayesian Normalization versus a few other widely adopted normalization methods in selecting differentially expressed (DE) miRNAs, through both a carefully designed simulation study and the analysis of a real dataset.
Through an intensive simulation study and analysis of a real dataset, we demonstrate the robustness of the proposed method to non-randomness in sampling schemes and the significant improvement of the method to provide accurate estimates of the disequilibrium parameter.
Unconstrained and constrained ML searches (constrained under the topology T0 obtained from the constrained ML analysis of the real dataset) under the WAG + Γ 8) + I model were conducted on each simulated dataset using PhyML with re-estimation of all free parameters in each case.
