Description Usage Arguments Value Examples
chf_stdNTS
calculates Ch.F of the standard NTS distribution with parameters (α, θ, β).
If a time parameter value is given, it calculates Ch.F of the standard NTS profess
φ(u)=E[\exp(i u (X(t+s)-X(s))]=\exp(t \log(E[\exp(i u X(1))])), where X is the standard NTS process generated
by the standard NTS distribution with parameters (α, θ, β).
1 | chf_stdNTS(u, param)
|
u |
An array of u |
ntsparam |
A vector of the standard NTS parameters (α, θ, β). For the standard NTS process case it is a vector of parameters (α, θ, β, t). |
Characteristic function of the standatd NTS distribution
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | library("temStaR")
alpha <- 1.2
theta <- 1
beta <- -0.2
ntsparam <- c(alpha, theta, beta)
u <- seq(from = -2*pi, to = 2*pi, length.out = 101)
phi <- chf_stdNTS(u, ntsparam)
#Annual based parameters
alpha <- 1.2
theta <- 1
beta <- -0.2
#scaling annual parameters to one day
dt <- 1/250 #one day
ntsparam <- c(alpha, theta, beta, gamma, mu, dt)
u <- seq(from = -2*pi, to = 2*pi, length.out = 101)
phi <- chf_stdNTS(u, ntsparam)
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