rainbow (version 1.4)

fds: Create functional objects

Description

The function fds is used to create general functional objects that are not ordered by time. The function fts is used to create functional time series objects. The function sfts is used to create sliced functional time series objects, where the x variable is also a time variable.

Usage

fds(x, y, xname, yname)
fts(x, y, start = 1, frequency = 1, xname, yname)
sfts(data, period = frequency(data), start = tsp(data)[1], frequency = 1, xname, yname)

Arguments

x

Numeric vector of length $p$.

y

Matrix of size $p\times n$ representing $n$ functions of $x$ observed at points $1,\dots,p$.

data

An object of class ts.

period

Time period of sliced functional data. For instance, period = 12 is a monthly data.

start

The time of the first observation. Either a single number or a vector of two integers, which specify a natural time unit and a (1-based) number of samples into the time unit. See ts for details.

frequency

The number of observations per unit of time.

xname

Character string giving name of x vector. (optional)

yname

Character string giving name of y vector. (optional)

Value

• An object of class fds or fts or sfts.

Examples

fds(x = 1:20, y = Simulationdata$y, xname = "x", yname = "Simulated values")
fts(x = 0:100, y = Francesmoothmortality$y, xname = "Age", 
    yname = "Log mortality rates")
sfts(ts(as.numeric(ElNino$y), frequency = 12), xname = "Month", 
     yname = "Sea surface temperatures")