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Plots the empirical variogram for longitudinal data

Source: R/plot.vargm.R
plot.vargm.Rd

Plots the empirical variogram for observed measurements, of an object of class vargm, obtained by using function variogram.

Usage

# S3 method for class 'vargm'
plot(x, smooth = FALSE, bdw = NULL, follow.time = NULL, points = TRUE, ...)

Arguments

x

object of class vargm obtained by using function. variogram

smooth

logical value to use a non-parametric estimator to calculate the variogram of all \(v_ijk\). The default is FALSE, as it uses time averages.

bdw

bandwidth to use in the time averages. The default is NULL, because this is calculated automatically.

follow.time

the interval of time we want to construct the variogram for. When NULL this is the maximum of the data.

points

logical value if the points \(v_ijk\) should be plotted.

...

other graphical options as in par.

Value

A graphical device with the plot of empirical variogram.

Author

Ines Sousa

Examples

data(mental)
mental.unbalanced <- to.unbalanced(mental, id.col = 1,
                                   times = c(0, 1, 2, 4, 6, 8),
                                   Y.col = 2:7,
                                   other.col = c(8, 10, 11))
names(mental.unbalanced)[3] <- "Y"
vgm <- variogram(indv = tail(mental.unbalanced[, 1], 30),
                 time = tail(mental.unbalanced[, 2], 30),
                 Y = tail(mental.unbalanced[, 3], 30))
plot(vgm)