phi.test: Phi-divergence test statistic for stochastic differential...

In yuima: The YUIMA Project Package for SDEs

Phi-divergence test statistic for stochastic differential equations

Description

Phi-divergence test statistic for stochastic differential equations.

Usage

phi.test(yuima, H0, H1, phi, print=FALSE,...)

Arguments

yuima	a yuima object.
H0	a named list of parameter under H0.
H1	a named list of parameter under H1.
phi	the phi function to be used in the test. See Details.
print	you can see a progress of the estimation when print is TRUE.
...	passed to qmle function.

Details

phi.test executes a Phi-divergence test. If H1 is not specified this hypothesis is filled with the QMLE estimates.

If phi is missing, then phi(x)=1-x+x*log(x) and the Phi-divergence statistic corresponds to the likelihood ratio test statistic.

Value

ans	an obkect of class phitest.

Author(s)

The YUIMA Project Team

Examples

## Not run: 
model<- setModel(drift="t1*(t2-x)",diffusion="t3")
T<-10
n<-1000
sampling <- setSampling(Terminal=T,n=n)
yuima<-setYuima(model=model, sampling=sampling)

h0 <- list(t1=0.3, t2=1, t3=0.25)
X <- simulate(yuima, xinit=1, true=h0)
h1 <- list(t1=0.3, t2=0.2, t3=0.1)

phi1 <- function(x) 1-x+x*log(x)

phi.test(X, H0=h0, H1=h1,phi=phi1)
phi.test(X, H0=h0, phi=phi1, start=h0, lower=list(t1=0.1, t2=0.1, t3=0.1), 
   upper=list(t1=2,t2=2,t3=2),method="L-BFGS-B")
phi.test(X, H0=h1, phi=phi1, start=h0, lower=list(t1=0.1, t2=0.1, t3=0.1), 
  upper=list(t1=2,t2=2,t3=2),method="L-BFGS-B")

## End(Not run)

yuima documentation built on Nov. 14, 2022, 3:02 p.m.