Plotting univariate functional data
This function plots observations of univariate functional data on their domain.
plot.funData( x, y, obs = seq_len(nObs(x)), type = "l", lty = 1, lwd = 1, col = NULL, xlab = "argvals", ylab = "", legend = TRUE, plotNA = FALSE, add = FALSE, ... ) ## S4 method for signature 'funData,missing' plot(x, y, ...)
x |
An object of class |
y |
Missing. |
obs |
A vector of numerics giving the observations to plot. Defaults to
all observations in |
type |
The type of plot. Defaults to |
lty |
The line type. Defaults to |
lwd |
The line width. Defaults to |
col |
The color of the functions. If not supplied ( |
xlab, ylab |
The titles for x- and y-axis. Defaults to |
legend |
Logical. If |
plotNA |
Logical. If |
add |
Logical. If |
... |
Additional arguments to |
The function is currently implemented only for functional data with one- and two-dimensional domains.
oldpar <- par(no.readonly = TRUE) # One-dimensional argvals <- seq(0,2*pi,0.01) object <- funData(argvals, outer(seq(0.75, 1.25, length.out = 11), sin(argvals))) plot(object, main = "One-dimensional functional data") # Two-dimensional X <- array(0, dim = c(2, length(argvals), length(argvals))) X[1,,] <- outer(argvals, argvals, function(x,y){sin((x-pi)^2 + (y-pi)^2)}) X[2,,] <- outer(argvals, argvals, function(x,y){sin(2*x*pi) * cos(2*y*pi)}) object2D <- funData(list(argvals, argvals), X) plot(object2D, main = "Two-dimensional functional data (obs 1)", obs = 1) plot(object2D, main = "Two-dimensional functional data (obs 2)", obs = 2) ## Not run: plot(object2D, main = "Two-dimensional functional data") # must specify obs! ### More examples ### par(mfrow = c(1,1)) # using plotNA if(requireNamespace("zoo", quietly = TRUE)) { objectMissing <- funData(1:5, rbind(c(1, NA, 5, 4, 3), c(10, 9, NA, NA, 6))) par(mfrow = c(1,2)) plot(objectMissing, type = "b", pch = 20, main = "plotNA = FALSE") # the default plot(objectMissing, type = "b", pch = 20, plotNA = TRUE, main = "plotNA = TRUE") # requires zoo } # Changing colors plot(object, main = "1D functional data in grey", col = "grey") plot(object, main = "1D functional data in heat.colors", col = heat.colors(nObs(object))) plot(object2D, main = "2D functional data in topo.colors", obs = 1, col = topo.colors(64)) par(oldpar)
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