Sentence examples for on a pca from inspiring English sources

Firstly, three descriptor sets, namely Z-scales (3 PCs, 5 PCs, or Binned) [6, 7, 14], VHSE [22], and ProtFP PCA (3 PCs, 5 PCs, or 8 PCs), are based on a PCA analysis of physicochemical properties.

The first ProtFP descriptor (described in more detail below) is based on a PCA of the remaining indices employing 3, 5 or 8 principal components (ProtFP (PCA3), ProtFP (PCA5) or ProtFP (PCA8)), which allows for quantitative comparison of AAs.

For each scanned area, a model was initially fitted with a number of components based on a PCA exploratory analysis, and using the automatic purest variable detection algorithm to obtain the pure spectra initial estimates.

Firstly, three descriptor sets, namely Z-scales ((using 3 PCs, 5 PCs, or binned denoted by (3), (5) or (Binned)) [14], VHSE [27], and ProtFP PCA (using 3, 5 or 8 PCs), are based on a PCA analysis of physicochemical properties.

I will likely be on a PCA to manage my pain, basically a constant flow of intravenous morphine.

To compare the similarity between genetic variation on a PCA plot and geographic maps of sample locations, we used Procrustes analysis to find a rotation that maximizes the similarity (Wang et al. 2012).

Fig. 6 Score plots (a, b) showing the result of a PCA on the elemental (Ca, K, Mg, Mn, Na, P) composition of the grain, stem and leaves.

The ICA algorithm applied is based on 5 components of a PCA and calculates the maximal independence of non-Gaussian distributed data.

In addition to a PCA on the observed data, we also performed the same PCA on residuals of an analysis of variance model with strain as a fixed effect.

We compare our method to concatenating the sources and performing a two-way 50-50 MANOVA (Langsrud, 2002), MANOVA based on a PCA-dimension reduction, with the real lipidomics data and with simulated data.

To control for the potential impact of country of origin on response, a PCA was undertaken.