Calculate sample Mizera and Muller Student depth contours

Description

Calculate sample Mizera and Muller Student depth contours

Usage

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

Arguments

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 for F-distribution
dcont = lsdSampleDepthContours(rf(200,4,7))
plot(dcont)

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

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(DepthProc)
Loading required package: ggplot2
Loading required package: Rcpp
Loading required package: rrcov
Loading required package: robustbase
Scalable Robust Estimators with High Breakdown Point (version 1.3-11)

Loading required package: MASS
Loading required package: np
Nonparametric Kernel Methods for Mixed Datatypes (version 0.60-2)
[vignette("np_faq",package="np") provides answers to frequently asked questions]
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/DepthProc/lsdSampleDepthContours.Rd_%03d_medium.png", width=480, height=480)
> ### Name: lsdSampleDepthContours
> ### Title: Calculate sample Mizera and Muller Student depth contours
> ### Aliases: lsdSampleDepthContours
> 
> ### ** Examples
> 
> ## EXAMPLE 1 for F-distribution
> dcont = lsdSampleDepthContours(rf(200,4,7))
> plot(dcont)
> 
> ## EXAMPLE 2 for normal distribution
> ## - more contours calculated
> dcont_norm = lsdSampleDepthContours(rnorm(100),seq(0.05,0.4,0.05))
> plot(dcont_norm)
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>