Calculate sample Mizera and Muller Student depth contours

Source: R/locationScaleDepth.R

Calculate sample one-dimensional Mizera and Muller Student depth contours.

lsdSampleDepthContours(x, depth = c(0.1, 0.2, 0.3, 0.4), lengthmu = 1000)

Arguments

x

one dimensional vector with sample
depth

depth level for contours
lengthmu

number of points to evalute depth

Details

Calculations are based on lsdepth algorithm written by Ch. Muller.

References

Mizera, I., Muller, C. H., 2004. Location-scale depth (with discussion). Journal of the American Statistical Association 99, 949--966.

Examples

# EXAMPLE 1
# F-distribution
dcont <- lsdSampleDepthContours(rf(200, 4, 7))
plot(dcont)

# EXAMPLE 2
# normal distribution - more contours calculated
dcont_norm <- lsdSampleDepthContours(rnorm(100), seq(0.05, 0.4, 0.05))
plot(dcont_norm)