Conditional Correlation GARCH models


[Up] [Top]

Documentation for package ‘ccgarch’ version 0.2.0

Help Pages

analytical.grad Analytical gradient of the log-likelihood function of the (E)CCC-GARCH(1,1) model
analytical.Hessian Analytical Hessian of the (E)CCC-GARCH
d2lv Hessian of the DCC log-likelihood function
dcc.est Dynamic conditional correlations
dcc.estimation Estimating an (E)DCC-GARCH model
dcc.estimation1 Maximising the first stage log-likelihood function of the (E)DCC-GARCH model
dcc.estimation2 Maximising the second stage log-likelihood function of the (E)DCC-GARCH model
dcc.results Computing robust standard errors of the estimates in the (E)DCC-GARCH model
dcc.sim Simulating an (E)DCC-GARCH(1,1) process
dlc Various partial derivatives of the DCC part of the log-likelihood function
dlv Gradient of the GARCH part of the log-likelihood function of an (E)DCC-GARCH model
dlv.est Gradient of the GARCH part of the log-likelihood function of an (E)DCC GARCH model
eccc.estimation Estimating an (E)CCC-GARCH model
eccc.sim Simulating an (E)CCC-GARCH(1,1) process
fourth Fourth-order moment condition for the vector GARCH equation
grad.dcc.full Numerical gradient of the full log-likelihood function of the (E)DCC-GARCH model
grad.dcc2 Numerical gradient of the DCC part of the log-likelihood function
hh.test Carrying out the test of Hafner and Herwartz
jb.test The Lomnicki-Jarque-Bera Test of normality (JB test)
ljung.box.test The Ljung-Box Test statistic
loglik.dcc The log-likelihood function for the (E)DCC GARCH model
loglik.dcc1 The 1st stage log-likelihood function for the (E)DCC GARCH
loglik.dcc2 The 2nd stage log-likelihood function for the (E)DCC GARCH
loglik.eccc The log-likelihood function of the (E)CCC-GARCH model
nt.test Carrying out the test of Nakatani and Ter\"asvirta
p.mat Re-arranging a vector into parameter matrices
rob.kr Computing standard and robustified excess kurtosis
rob.sk Computing standard and robustified skewness
stationarity The stationarity condition in Extended CC-GARCH models
stcc.sim Simulating Data from an STCC-GARCH$(1,1)$ process
tr.func Logistic transition function
uni.vola Computing univariate GARCH(1,1) conditional variances
uni.vola.sim Simulating a series with univariate GARCH(1,1) conditional variances
vdR Computing partial derivatives of the CCC matrix
vec.garch.derivative Computing partial derivatives of a vector GARCH(1, 1) equation
vector.garch A vector GARCH(1,1) conditional variances