Sentence examples for components of data analysis from inspiring English sources

The present work shows that four specific components of data analysis (error metric, error estimator, classifier, and event balancing) have significant and compounding effects on probability (i.e., statistical power) to detect true signal in molecular signatures.

We start with a theoretical analysis that shows how the choice of four specific components of data analysis protocols for molecular signature development and their statistical testing affects the statistical power to detect predictive signal.

The present work shows that several important components of data analysis for molecular signature creation have significant and compounding effects on probability to detect true signal (i.e., statistical power).

Hence, empirical measurements of diffusion in highly curved biological membranes should include geometrical information as a critical component of data analysis.

Study findings outlined above represent the first component of data analysis for that stage [ 9].

Here we found that the spatial component in the form of data analysis and the preoccupation of urban landscape effects is linked in the discourse of the designers with the topic of the inhabitants' awareness of resource management.

Here, we combine fluorescence recovery after photobleaching (FRAP) of different lamellipodial components with a new method of data analysis to shed light on the dynamics of actin assembly/disassembly.

Principal Component Analysis (PCA), as a method of data analysis, was applied to the visualisation rapeseed groups of different quality.

For this reason, it is urgently necessary to use an adequate model for atmospheric conditions, in both the deterministic and stochastic components of the data analysis.

Human judgment is an absolutely critical component of big data analysis (Wyss and Stürmer 2014; NRC 2013).

A component of Dynasonde data analysis software, the 3-D plasma density inversion procedure NeXtYZ (Zabotin et al. 2006), finds 3-D spatial location of the reflection point of each echo.