DrawPCA: Draw the PCA scores or loadings of the signals
In ManonMartin/PEPSNMR: Pre-process 1H-NMR FID signals

Description Usage Arguments Author(s) See Also Examples

The function draws the PCA scores or loadings of the FIDs/spectra given in the matrix Signal_data.

Do not call this function directly but rather call Draw to specify how the plot will be returned.

DrawPCA(Signal_data, drawNames = TRUE,  main = "PCA score plot", Class = NULL, 
              axes = c(1,2), type.pca = c("scores", "loadings"), 
              loadingstype=c("l", "p"), num.stacked = 4, xlab = "rowname",
              createWindow)

`Signal_data`	Matrix containing the FIDs or spectra, one line per FID/spectrum.
`drawNames`	If `TRUE`, the names of the spectra have to be shown alonside the points on the scores plot.
`main`	Plot title.
`Class`	Vector (numeric or character) indicating the class of each spectra. Used for scores plot only.
`axes`	Vector of score or loading numbers to be plotted. If it represents the score's numbers, only the first two elements are used.
`type.pca`	The type of plot, either `"scores"` or `"loadings"`
`loadingstype`	The type of loadings plot, either a line plot (`"l"`) or points with histogram-like vertical lines (`"p"`).
`num.stacked`	Number of stacked plots for the loadings plots.
`xlab`	Label of the x-axis of loadings plots.
`createWindow`	If `TRUE`, will open a new window to display the graphs.

Benoît Legat & Manon Martin

See also Draw and DrawSignal.

require(PepsNMRData)
# Draw loadings
DrawPCA(FinalSpectra_HS, main = "PCA loadings plot", 
      Class = NULL, axes =c(1,3, 5), type ="loadings", loadingstype="l", 
      num.stacked=4, xlab="ppm", createWindow = TRUE)

# Draw scores
class = substr(rownames(FinalSpectra_HS),5,5)
DrawPCA(FinalSpectra_HS, drawNames = TRUE, main = "PCA scores plot", 
        Class = class,  axes = c(1,2), type = "scores", createWindow = TRUE)