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By examining experimental conditions, including immobilization levels and temperature, for a range of analytes, and by using global analysis of several sample dilutions, conditions that gave the most robust results were identified.
It should be noted, however, that fitting lifetime data to complex fluorescence decay models requires significantly more detected photons than measurements of single-exponential decay times, although this can be mitigated for FRET by using global analysis as discussed below.
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The results reveal that, by using global sensitivity analysis, the parameters could be ranked with respect to their importance, including first order indices and total sensitivity indices.
To gain further insights into the roles of cMYC/KRAS12V in tumorigenesis and identify the tumor type, we analyzed the gene expression signatures of cMYC/KRAS12V-induced tumor cells by using global transcriptional profiling analysis and comparing tumor cells to syngeneic murine IgM+ B cells.
The proposed framework computes the optimal polynomial order and important component functions of PCFE, which is an integral part of H-PCFE, by using global variance based sensitivity analysis.
By using global methods, the effects of nonidentifiable kinetic parameters on sensitivity analysis results are greatly mitigated.
The second by Haakonsson uses global value chain analysis to understand the social and political pressures involved in production and trade to examine opportunities for upgrading pharmaceutical industry for which changes in Indian market provide important opportunities [ 125].
Having constructed a fast and sufficiently accurate meta-model by using ANN, global sensitivity analysis can be performed efficiently adopting the Latin Hypercube Sampling technique and the algorithms proposed in Ref. [36].
In this work, we address the effect of variations in multiple reaction parameters simultaneously by using a multivariate analysis combining global sensitivity analysis with decision tree analysis.
The transcriptome of the spf deletion mutant was compared on a global scale to that of the wild-type strain by using microarray analysis.
Next, we show that the solution of model (2) is global and positive by using the Lyapunov analysis method [10, 22].
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