circdensity

0th

Percentile

Density Estimation for Circular Data

Computes a kernel smoothed estimate of the probability density for angular data.

Keywords
smooth, nonparametric
Usage
circdensity(x, sigma = "nrd0", …,
               bw = NULL,
               weights=NULL, unit = c("degree", "radian"))
Arguments
x

Numeric vector, containing angular data.

sigma

Smoothing bandwidth, or bandwidth selection rule, passed to density.default.

bw

Alternative to sigma for consistency with other functions.

Additional arguments passed to density.default, such as kernel and weights.

weights

Optional numeric vector of weights for the data in x.

unit

The unit of angle in which x is expressed.

Details

The angular values x are smoothed using (by default) the wrapped Gaussian kernel with standard deviation sigma.

Value

An object of class "density" (produced by density.default) which can be plotted by plot or by rose.

See Also

density.default), rose.

Aliases
  • circdensity
Examples
# NOT RUN {
  ang <- runif(1000, max=360)
  rose(circdensity(ang, 12))
# }
Documentation reproduced from package spatstat, version 1.59-0, License: GPL (>= 2)

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