Multivariate Analysis: dudi.plot: A wrapper for `dudi.pca` graphical functions.

Description

A wrapper for dudi.pca objects produced by dudi.pca in ade4 or pca in Momocs.

Usage

dudi.plot(dudi, fac = NULL, xax = 1, yax = 2, grid = TRUE,
	points = TRUE, pch.points = 1, col.points = "black", cex.points = 0.8,
	labels = FALSE, label = rownames(dudi$li),
	boxes = TRUE, clabel = 1,
	neighbors = FALSE, col.nei = "grey90", lwd.nei = 0.5,
	star = TRUE, col.star = "grey60", cstar = 1,
	ellipses = TRUE, col.ellipse = "grey30", cellipse = 1, axesell = TRUE,
	chull = FALSE, col.chull = "grey30", optchull = c(0.5, 1),
	arrows = FALSE, edge.arrow = FALSE, box.arrow = TRUE, maxnb.arrow = 10, dratio.arrow = 0.2,
	shapes = TRUE, pos.shp = c("li", "usr", "circle", "full", "range")[4], 
		nr.shp = 6, nc.shp = 5, amp.shp = 1, scale.shp = 0.8,
		circle.nb.shp = 12, circle.r.shp, col.shp = "#70809011", border.shp = "#708090",
	rug = TRUE, rug.ticksize = 0.01, rug.col = "#708090",
	eigen = FALSE, eigen.ratio = 0.2,
	palette = col.sari, title = substitute(dudi), center.orig = FALSE, zoom.plot = 1)

Arguments

dudi

a dudi.pca object.

fac

the (col)name of the @fac slot to use as the grouping factor.

xax

integer. The index of the first PC axis to use.

yax

integer. The index of the first PC axis to use.

grid

logical. Whether to draw the grid.

points

logical. Whether to draw the points.

pch.points

the pch for drawing points.

col.points

the col for drawing points.

cex.points

the cex for drawing points.

labels

logical. Whether to draw labels.

label

character. The labels to draw.

boxes

logical. Whether to draw labels in boxes.

clabel

The cex for labels.

neighbors

logical. Whether to draw a neighboring graph.

col.nei

the col for drawing neighboring graph.

lwd.nei

the lwd for drawing neighboring graph.

star

logical. Whether to draw the star.

col.star

the col for drawing the star.

cstar

numeric. The size of the star.

ellipses

logical. Whether to draw bivariate confidence ellipses.

col.ellipse

The col for drawing these ellipses.

cellipse

numeric. The size of this ellipse.

axesell

logical. Whether to draw the ellipses axes.

chull

logical. Whether to draw a convex hull.

col.chull

The col for drawing convex hulls.

optchull

numeric. A vector of quantiles of the chulls.

arrows

logical. Whether to draw variables arrows.

edge.arrow

logical. Whether to neutralise arrows.

box.arrow

logical. Whether to draw boxes around arrows' labels.

maxnb.arrow

numeric. Only the maxnb.arrow most important variables will be draw.

dratio.arrow

numeric. Same idea as above but here the threshold is a relative to the size of the grid.

shapes

logical. Whether to plot shapes.

pos.shp

character, any of the ("li", "usr", "circle", "full", "range") methods. It specifies the way shapes have to be drawn. "li" draws shapes on the actual positions on the factorial map ; "usr" allows to defi

nr.shp

numeric. The number of shape rows.

nc.shp

numeric. The number of shape columns.

amp.shp

numeric. An amplifying factor for shape deformation.

scale.shp

numeric. The size of shapes, relatively to grid size (0.5 = half of the grid size).

circle.nb.shp

integer. When pos == "circle", the number of shapes on the circle.

circle.r.shp

numeric. When pos == "circle", the circle radius.

col.shp

A color string for filling the shapes.

border.shp

A color string for shape borders.

rug

logical. Whether to add rug on axes (see rug).

rug.ticksize

numeric. The relative size of rug.

rug.col

A color string for rug ticks.

eigen

logical. Whether to add the eigen values barplot.

eigen.ratio

numeric. The relative size of the eigen values barplot.

palette

A color palette for group colors such as those produced by colorRampPalette.

title

A character string to be add on the graph.

center.orig

logical. Whether to center the graphical window on the origin.

zoom.plot

numeric. Will help you to keep your distances.

Details

This function takes the slightly modified dudi.pca object, obtained with pca on a Nef object and widely hinges on ade4 plotting facilities and graphical layers. Notice that besides dedicated shapes argument and options, it can be used for plotting factorial maps on "regular" dudi.pca objects.

References

See the papers below that introduce ade4 and also the package's homepage: http://pbil.univ-lyon1.fr/ADE-4/ and particularly the file called "td83" : Lobry JR. 2010. Les fonctions graphiques 2D du paquet ade4. Dray, S. and Dufour, A.B. (2007): The ade4 package: implementing the duality diagram for ecologists. Journal of Statistical Software. 22(4): 1-20. Chessel, D. and Dufour, A.B. and Thioulouse, J. (2004): The ade4 package-I- One-table methods. R News. 4: 5-10. Dray, S. and Dufour, A.B. and Chessel, D. (2007): The ade4 package-II: Two-table and K-table methods. R News. 7(2): 47-52.

Examples

Run this code

data(bot)
botF <- eFourier(bot)
botD <- pca(botF)
dudi.plot(botD)
dudi.plot(botD, 1, title="botD with no class but with ellipses")
dudi.plot(botD, fac=1, chull=TRUE, rug=FALSE, shape=FALSE, title="botD with convex hull")
dudi.plot(botD, fac=1, ellipses=FALSE, neighbors=TRUE, shapes=FALSE, star=FALSE,
	col.nei="black", title="botD with Gabriel's neighboring graph")
dudi.plot(botD, labels=TRUE, points=FALSE, boxes=FALSE, shapes=TRUE, pos.shp="li",
	title="botD with labels and reconstructed shapes")
dudi.plot(botD, 1, points=FALSE, labels=TRUE, boxes=FALSE, shapes=FALSE,
	title="botD with labels and ellipse")
dudi.plot(botD, 1, arrows=TRUE, dratio.arrow=0.2, shapes=FALSE,
	title="botD with harmonic correlations")
# With some fake factors
botD <- pca(botF)
dudi.plot(botD, "type", palette=col.gallus, title="botD with classes")
dudi.plot(botD, "type", palette=col.gallus, eigen=TRUE, title="botD with eigen values")
dudi.plot(botD, "type", pos.shp="full", title="botD with shapes(1)")
dudi.plot(botD, "type", pos.shp="range", scale.shp=0.5, shapes=TRUE,
	border.shp="firebrick3", col.shp=NA, center.orig=TRUE, zoom.plot=0.8, title="botD with shapes(2)")
dudi.plot(botD, "type", pos.shp="circle", center.orig=TRUE, title="botD with shapes(3)")
dudi.plot(botD, "type", pos.shp="range", scale.shp=0.5, title="botD with shapes(4)")