Man pages for ftsa
Functional Time Series Analysis

all_hmd_female_dataThe US female log-mortality rate from 1959-2020 and 3 states...
all_hmd_male_dataThe US male log-mortality rate from 1959-2020 and 3 states...
centreMean function, variance function, median function, trim mean...
CoDa_BayesNWCompositional data analytic approach and nonparametric...
CoDa_FPCACompositional data analytic approach and functional principal...
diff.ftsDifferences of a functional time series
DJI_returnDow Jones Industrial Average (DJIA)
dmfpcaDynamic multilevel functional principal component analysis
dynamic_FLRDynamic updates via functional linear regression
dynupdateDynamic updates via BM, OLS, RR and PLS methods
ER_GRSelection of the number of principal components
errorForecast error measure
extractExtract variables or observations
facfFunctional autocorrelation function
FANOVAFunctional analysis of variance fitted by means.
farforecastFunctional data forecasting through functional principal...
fbootstrapBootstrap independent and identically distributed functional...
forecastfplsrForecast functional time series
forecast.ftsmForecast functional time series
forecast.hdfpcaForecasting via a high-dimensional functional principal...
fplsrFunctional partial least squares regression
ftsa-packageFunctional Time Series Analysis
ftsmFit functional time series model
ftsmiterativeforecastsForecast functional time series
ftsmweightselectSelection of the weight parameter used in the weighted...
GAEVforecastFit a generalized additive extreme value model to the...
hd_dataSimulated high-dimensional functional time series
hdfpcaHigh-dimensional functional principal component analysis
Horta_Ziegelmann_FPCADynamic functional principal component analysis for density...
isfe.ftsIntegrated Squared Forecast Error for models of various...
is.ftsTest for functional time series
long_run_covariance_estimationEstimating long-run covariance function for a functional time...
LQDT_FPCALog quantile density transform
MAF_multivariateMaximum autocorrelation factors
mean.ftsMean functions for functional time series
median.ftsMedian functions for functional time series
MFDMMultilevel functional data method
MFPCAMultilevel functional principal component analysis for...
mftscMultiple funtional time series clustering
pcscorebootstrapdataBootstrap independent and identically distributed functional...
plot.fmPlot fitted model components for a functional model
plot.fmresPlot residuals from a fitted functional model.
plotfplsrPlot fitted model components for a functional time series...
plot.ftsfPlot fitted model components for a functional time series...
plot.ftsmPlot fitted model components for a functional time series...
pm_10_GRParticulate Matter Concentrations (pm10)
quantileQuantile
quantile.ftsQuantile functions for functional time series
residuals.fmCompute residuals from a functional model
sdStandard deviation
sd.ftsStandard deviation functions for functional time series
sim_ex_clusterSimulated multiple sets of functional time series
skew_t_funSkewed t distribution
stop_time_detectDetection of the optimal stopping time in a curve time series
stop_time_sim_dataSimulated functional time series from a functional...
summary.fmSummary for functional time series model
T_stationaryTesting stationarity of functional time series
Two_way_median_polishTwo-way functional median polish from Sun and Genton (2012)
Two_way_ResidualsFunctional time series decomposition into deterministic (from...
Two_way_Residuals_meansFunctional time series decomposition into deterministic...
varVariance
var.ftsVariance functions for functional time series
ftsa documentation built on Sept. 11, 2023, 5:09 p.m.