Functional Time Series Analysis
Mean function, variance function, median function, trim mean function ...
Compositional data analytic approach and nonparametric function-on-fun...
Compositional data analytic approach and functional principal componen...
Differences of a functional time series
Dynamic multilevel functional principal component analysis
Dynamic updates via functional linear regression
Dynamic updates via BM, OLS, RR and PLS methods
Selection of the number of principal components
Forecast error measure
Extract variables or observations
Functional autocorrelation function
Functional analysis of variance fitted by means.
Functional data forecasting through functional principal component aut...
Bootstrap independent and identically distributed functional data
Forecast functional time series
Forecasting via a high-dimensional functional principal component regr...
Forecast functional time series
Functional partial least squares regression
Functional Time Series Analysis
Fit functional time series model
Forecast functional time series
Selection of the weight parameter used in the weighted functional time...
Fit a generalized additive extreme value model to the functional data ...
High-dimensional functional principal component analysis
Dynamic functional principal component analysis for density forecastin...
Test for functional time series
Integrated Squared Forecast Error for models of various orders
Estimating long-run covariance function for a functional time series
Log quantile density transform
Maximum autocorrelation factors
Mean functions for functional time series
Median functions for functional time series
Multilevel functional data method
Multilevel functional principal component analysis for clustering
Multiple funtional time series clustering
One-way functional median polish from Sun and Genton (2012)
Functional time series decomposition into deterministic (from function...
Bootstrap independent and identically distributed functional data or f...
Plot fitted model components for a functional model
Plot residuals from a fitted functional model.
Plot fitted model components for a functional time series model
Plot fitted model components for a functional time series model
Plot fitted model components for a functional time series model
Quantile functions for functional time series
Quantile
Compute residuals from a functional model
Standard deviation functions for functional time series
Standard deviation
Skewed t distribution
Detection of the optimal stopping time in a curve time series
Simulated functional time series from a functional autoregression of o...
Summary for functional time series model
Testing stationarity of functional time series
Two-way functional median polish from Sun and Genton (2012)
Functional time series decomposition into deterministic (from function...
Functional time series decomposition into deterministic (functional an...
Variance functions for functional time series
Variance
Functions for visualizing, modeling, forecasting and hypothesis testing of functional time series.