intersect.modal.region: Intersection between model region and a given interval.

In circular: Circular Statistics

Intersection between model region and a given interval.

Description

Find an estimates of the probability of the intersection between a modal region and a given interval.

Usage

intersect.modal.region(x, ...)
## Default S3 method:
intersect.modal.region(x, ...)
## S3 method for class 'circular'
intersect.modal.region(x, breaks, z = NULL, q = 0.95, bw,
  adjust = 1, type = c("K", "L"), kernel = c("vonmises", "wrappednormal"),
  na.rm = FALSE, step = 0.01, eps.lower = 10^(-4), eps.upper = 10^(-4), ...)  

Arguments

x	numeric or an object of class circular.
breaks	a matrix with two columns. Each row specifies a sub-interval.
z	numeric or object of class circular. The grid were the kernel density estimate will be evaluated. If NULL equally spaced points in the interval [0,2*pi) with step step.
q	numeric in the interval [0,1]. The quantile of the modal region.
bw	the smoothing bandwidth to be used. When the kernel is vonmises the bandwidth is equal to the concentration parameter.
adjust	the bandwidth used is actually adjust*bw. This makes it easy to specify values like “half the default bandwidth”.
type	Not Yet Used.
kernel	a character string giving the smoothing kernel to be used. This must be one of "vonmises" or "wrappednormal", that are kernels of type "K".
na.rm	logical; if TRUE, missing values are removed from x. If FALSE any missing values cause an error.
step	numeric. Used in the construction of the regular grid z.
eps.lower,eps.upper	the cut point in the density is searched in the interval [min(density)*(1+eps.lower),max(density)*(1-eps.upper)].
...	further arguments passed to the next methods.

Details

Only the version for circular data is actually implemented.

Value

For the circular method a list with the following three components

tot	the total area.
areas	information for each subinterval.
breaks	the extremes of each subinterval.

Author(s)

Claudio Agostinelli

See Also

modal.region

Examples

  x <- rvonmises(100, circular(pi), 10)  
  res <- intersect.modal.region(x, breaks=circular(matrix(c(pi,pi+pi/12,
    pi-pi/12, pi), ncol=2, byrow=TRUE)), bw=50)
  res$tot

  x <- rvonmises(100, circular(0), 10)
  res <- intersect.modal.region(x, breaks=circular(matrix(c(pi,pi+pi/12),
    ncol=2)), bw=50)
  res$tot
  
  res <- intersect.modal.region(x, breaks=circular(matrix(c(pi/12,
    2*pi-pi/12), ncol=2, byrow=TRUE)), bw=50)
  res$tot

circular documentation built on Sept. 8, 2023, 6:03 p.m.