| i.qplot {SLBDD} | R Documentation |
Plot the Closest Series to a Given Timewise Quantile Series
Description
Use sum of absolute deviations to select the individual time series that is closest to a given timewise quantile series.
Usage
i.qplot(x, prob = 0.5, box = 3, xtime = NULL)
Arguments
x |
T by k data matrix: T data points in rows with each row being data at a given time point, and k time series in columns. |
prob |
Probability, the quantile series of which is to be computed. Default value is 0.5. |
box |
Number of boxplots for the difference series between the selected series and the timewise quantile with the given probability. The differences are divided into blocks. Default value is 3. |
xtime |
A vector with the values for the x labels. Default values are 1, 2, 3, ... |
Value
A list containing:
standardized - A matrix containing standardized time series.
qts - The timewise quantile of order prob.
selected - The closest time series to the given timewise quantile series.
Examples
data(TaiwanAirBox032017)
output <- i.qplot(TaiwanAirBox032017[,1:3])