Man pages for FunWithR/LongMemoryTS
Long Memory Time Series

ARRLS.simSimulation of Autoregressive Random Level Shift processes.
asymp_MV04Critical values from MV04 paper, p.1831
av_periAveraged (tapered) periodogram. Only for internal use.
BB matrix in asymptotic distribution.
beta_NBeta estimation which is consistent in the spurious case and...
corr_ZRYCorrelation in ZRY18
cos_bellCosine Bell Taper
cos_bell_cmplxComplex Cosine Bell Taper
crit_N10Simulated critical values for N10, memory in (0.51,1.49),...
cross_PeriCross periodogram for variance estimation in MV04.
cross.PeriCross periodogram of vector valued time series X and Y
cumsumcppsome comment
ddiffwHelper function that returns AR-representation of...
eigen_residsCalculates eigenvalues and eigenvectors of averaged...
ELWExact local Whittle estimator of the fractional difference...
ELW2STwo-Step Exact local Whittle estimator of fractional...
elW_wrapHelper for memory estimation.
fBMFractional Brownian Motion / Bridge of Type I or II.
FCI_CH03Rank estimation in fractionally cointegrated systems.
FCI_CH06Residual-based test for fractional cointegration (Chen,...
FCI_MV04Test for fractional cointegration (Marmol, Velasco (2004))
FCI_N10Nonparametric test for fractional cointegration (Nielsen...
FCI_NS07Rank estimation in fractionally cointegrated systems by...
FCI_R08Hausman-type test for fractional cointegration (Robinson...
FCI_SRFB18Frequency-domain test for fractional cointegration (Souza,...
FCI_WWC15Semiparametric test for fractional cointegration (Wang, Wang,...
FCI_ZRY18Rank estimation in fractionally cointegrated systems (Zhang,...
fdiffFast fractional differencing procedure of Jensen and Nielsen...
FDLSNarrow band estimation of the cointegrating vector.
F.hatEmpirical cummulative spectral distribution function
FI.simSimulate multivariate fractional white noise.
FMNBLSFully Modified Narrow Band Least Squares (FMNBLS) estimation...
F.tildehelper function
G.hatEstimation of G matrix for multivariate long memory...
G_hat_cppEstimation of G matrix for multivariate long memory...
G_hat_nonstatEstimate G-matrix with periodogram of differenced data for...
G.hat.starModified complex-valued element of derivative of objective...
G.hat.star.starModified complex-valued element of derivative of objective...
G_LPWNEstimator of G using polynomial approximation.
gphGPH estimator of fractional difference parameter d.
GSEMultivariate local Whittle estimation of long memory...
GSE_cointMultivariate local Whittle estimation of long memory...
H.hatReal-valued element of derivative of objective function in...
H.hat.starModified complex-valued element of derivative of objective...
H.hat.star.starModified complex-valued element of derivative of objective...
h_LPWNAugmented spectral density function used in LPWN estimator.
Hou.PerronModified local Whittle estimator of fractional difference...
invertArmadillo has trouble inverting complex matrices. This is...
J.MModified concentrated local Whittle likelihood. Only for...
Lambda_jCalculate matrix Lambda_j(d) as part of the spectral density
LAMBDA_mhelper function
ll_innercalculate residuals
ll.VARFIMALog-likelihood function of a VARFIMA(1,1) in final equations...
local.WLocal Whittle estimator of fractional difference parameter d.
local_W_taperLocal Whittle estimator for tapered periodogram
LongMemoryTSLongMemoryTS: Long Memory Time Series
LPWNLocal polynomial Whittle plus noise estimator
lW_wrapHelper for local Whittle estimation.
McC.PerronGPH estimation of long memory parameter robust to low...
MLWSMLWS test for multivariate spurious long memory.
partition.XAutomated partitioning of estimated vector of long memory...
PeriMultivariate Periodogram.
Peri_symPeriodogram for positive and negative Fourier frequencies.
peri_taperTapered periodogram. Only for internal use.
Phi_jModified version of Lambda in spectral density in R08
PHI_lwScaling factor in the asymptotic variance. Only for internal...
poly_LPWNPolynomial function used for approximation of short memory...
pre.WhitePre-whitening for application of semiparametric long memory...
Qu.testQu test for true long memory against spurious long memory.
rank.estCointegration Rank Estimation using Model Selection.
R_d_multi_GSEProfiled Likelihood for GSE
R_d_multi_GSE_cointProfiled Likelihood for GSE under Cointegration
R.elwconcentrated likelihood function for ELW estimator
R.elw.weightedconcentrated likelihood function for ELW estimator - weighted...
repcxsome comment
R.LPWNObjective function of LPWN estimator.
R.lwConcentrated local Whittle likelihood. Only for internal use....
R_lw_chLocal Whittle estimator for tapered periodogram - function to...
R.lw.hcConcentrated local Whittle likelihood of differenced and...
R.lw.taperedConcentrated local Whittle likelihood for tapered estimate....
s.deltaDerivative of multivariate local Whittle objective function...
simMLWSsimulate limit distribution of test statistic
simonesome comment
SlmCorrection factor for small sample standard errors
T0statTest for equality of all elements in an estimated d-vector...
TabTest for equality of two elements d_a and d_b of estimated d...
T.rhoTest for equality of all elements in an estimated d-vector...
VARFIMA.estMaximum likelihood estimation of a VARFIMA(1,1) in final...
VARFIMA.simSimulation of a VARFIMA(1,1) in final equations form.
V_MVariance for test statistic MV04.
wd.elwConcentrated local Whittle likelihood. Only for internal use....
W_multiHelper function for MLWS test for multivariate spurious long...
FunWithR/LongMemoryTS documentation built on May 12, 2019, 10:29 p.m.