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ftsa (version 4.2)
Functional Time Series Analysis
Description
Functions for displaying and analyzing functional time series.
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Install
install.packages('ftsa')
Monthly Downloads
4,042
Version
4.2
License
GPL (>= 2)
Maintainer
Shang H
Last Published
March 12th, 2015
Functions in ftsa (4.2)
Search all functions
centre
Mean function, variance function, median function, trim mean function of functional data
error
Forecast error measure
plot.fm
Plot fitted model components for a functional model
extract
Extract variables or observations
ftsmweightselect
Selection of the weight parameter used in the weighted functional time series model.
diff.fts
Differences of a functional time series
median.fts
Median functions for functional time series
ftsa-package
Functional Time Series Analysis
plot.ftsf
Plot fitted model components for a functional time series model
fbootstrap
Bootstrap independent and identically distributed functional data
plot.ftsm
Plot fitted model components for a functional time series model
MFDM
Multilevel functional data method
quantile.fts
Quantile functions for functional time series
ftsmiterativeforecasts
Forecast functional time series
sd.fts
Standard deviation functions for functional time series
plot.fmres
Plot residuals from a fitted functional model.
fplsr
Functional partial least squares regression
residuals.fm
Compute residuals from a functional model
isfe.fts
Integrated Squared Forecast Error for models of various orders
is.fts
Test for functional time series
ftsm
Fit functional time series model
pcscorebootstrapdata
Bootstrap independent and identically distributed functional data or functional time series
sd
Standard deviation
median
Median
plotfplsr
Plot fitted model components for a functional time series model
dynupdate
Dynamic updates via BM, OLS, RR and PLS methods
forecast.ftsm
Forecast functional time series
mean.fts
Mean functions for functional time series
quantile
Quantile
forecastfplsr
Forecast functional time series
var
Variance
summary.fm
Summary for functional time series model
var.fts
Variance functions for functional time series