tscopula (version 0.3.9)

vtscopula-class: Time series copula processes with v-transforms

Description

Class of objects for v-transformed time series copula processes.

Usage

# S4 method for vtscopula
show(object)
# S4 method for vtscopula
coef(object)
# S4 method for vtscopula
predict(object, data, x, type = "df")
# S4 method for vtscopula
sim(object, n = 1000)
# S4 method for vtscopula
kendall(object, lagmax = 20)

Arguments

object

an object of the class.

data

vector of past data values.

x

vector of arguments of prediction function.

type

type of prediction function ("df" for density, "qf" for quantile function or "dens" for density).

n

length of realization.

lagmax

maximum value of lag.

Methods (by generic)

• show(vtscopula): Show method for vtscopula objects

• coef(vtscopula): Coef method for vtscopula class

• predict(vtscopula): Prediction method for vtscopula class

• sim(vtscopula): Simulation method for vtscopula class

• kendall(vtscopula): Calculate Kendall's tau values for vtscopula model

Slots

Vcopula

object of class tscopulaU.

Vtransform

object of class Vtransform.

Wcopula

object of class tscopula.

Examples

copobject <- armacopula(pars = list(ar = 0.6, ma = 0.2))
sim(vtscopula(copobject, Vtransform = V2p()))
mod <- vtscopula(armacopula(list(ar = 0.95, ma = -0.85)))
kendall(mod)