Functional boxplot based on Modified Band Depth

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)
#> Loading required package: zoo
#> #> Attaching package: ‘zoo’
#> The following objects are masked from ‘package:base’: #> #> as.Date, as.Date.numeric
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 ")