lsdSampleDepthContours function

Calculate sample Mizera and Muller Student depth contours

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.

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)

References

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