Sentence examples for data analyses methods from inspiring English sources

This study portrays the analytical capability of NMR spectroscopy and multivariate data analyses methods for the metabolic profiling of plant samples.

These new protocols utilize the recently developed data analyses methods for extracting indentation stress strain (ISS) curves in conjunction with the measurements of the local crystal orientations at the indentation sites using the OIM technique.

We strongly believe that integrative data analyses methods will provide additional insights otherwise hidden in the complex data sets.

Furthermore, the proposed algorithm could also be applied in combination with various data analyses methods other than OPLS-DA.

For example, data mining or high-dimensional data analyses methods that incorporate resampling techniques, e.g. bagging [ 49] or boosting [ 50], often provide more stable and hence more reproducible results [ 51].

AE and RH conducted data analyses, drafted methods section and results tables, and reviewed draft and final versions of the manuscript.

In conclusion, we note that while both our data and analyses methods have limitations, this study demonstrates a novel approach for identifying and refining candidate genes for disease response or plant-pathogen interactions, by exploiting the implication of natural selection inherent in these biological processes.

LL undertook the data analyses, drafted method and results sections and contributed comments to the final draft.

For the data analyses, 2-ΔΔC method [ΔΔCt = (Cttarget gene – CtActin gene treatment- (Cttarget gene – CtActin gene control] was used for calculating the relative expression of VvbZIP genes.

These experimental observations are enabled by refinements in nanoindentation data analyses: (i) LOWESS method on the unloading P-h curve for accurate stiffness estimates and (ii) quadratic drift correction method to account for nonlinear drift.

Several raw metabolomic data pre-processing and analyses methods are illustrated with examples and their advantages and limitations are addressed.