ftsa

Selection of the number of principal components

Maximum autocorrelation factors

Multilevel functional data method

Multilevel functional principal component analysis for clustering

Testing stationarity of functional time series

Mean function, variance function, median function, trim mean function of functional data

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

Forecast error measure

Extract variables or observations

Functional autocorrelation function

Functional data forecasting through functional principal component autoregression

Bootstrap independent and identically distributed functional data

Forecast functional time series

Forecasting via a high-dimensional functional principal component regression

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 series model.

Simulated high-dimensional functional time series

High-dimensional functional principal component analysis

Test for functional time series

Integrated Squared Forecast Error for models of various orders

Estimating long-run covariance function for a functional time series

Mean functions for functional time series

Median functions for functional time series

Multiple funtional time series clustering

Bootstrap independent and identically distributed functional data or functional time series

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

Particulate Matter Concentrations (pm10)

Quantile

Quantile functions for functional time series

Compute residuals from a functional model

Standard deviation

Standard deviation functions for functional time series

Simulated multiple sets of functional time series

Detection of the optimal stopping time in a curve time series

Simulated functional time series from a functional autoregression of order one

Summary for functional time series model

Variance

Variance functions for functional time series