fncBoxPlot: Functional boxplot based on Modified Band Depth

In DepthProc: Statistical Depth Functions for Multivariate Analysis

Description

Functional boxplot based on Modified Band Depth

Usage

fncBoxPlot(u, X = NULL, bands = c(0, 0.5), method = "MBD", byrow = NULL, ...)

Arguments

u	data matrix
X	reference set. If null u will be used as reference.
bands	limits for bands
method	depth method
byrow	byrow
...	other arguments passed to fncDepth

Examples

# some data:
x <- matrix(rnorm(200), ncol = 10)

fncBoxPlot(x, bands = c(0, 0.5, 1), method = "FM")
fncBoxPlot(x, bands = c(0, 0.5, 1), method = "FM", byrow = FALSE)

colnames(x) <- paste0("f", 1:ncol(x))
fncBoxPlot(x, bands = c(0, 0.5, 1), method = "FM")

# fncBoxPlot handles zoo and xts objects
library(xts)
x <- matrix(rnorm(200), ncol = 10)
time <- as.POSIXct(1:ncol(x) * 86400, origin = "1970-01-01")
x_xts <- xts(t(x), order.by = time)
fncBoxPlot(x_xts, bands = c(0, 0.5, 1), method = "FM")

data("katowice.airpollution")
pl <- fncBoxPlot(katowice.airpollution, bands = c(0, 0.5, 1), method = "MBD")
pl + ggtitle("Air pollution in Katowice") + labs(y= "pollination ", x = "hour ")

DepthProc documentation built on Feb. 4, 2022, 1:07 a.m.