BwNN | Minimum bandwidth based on kNN criterion. |
CheckData | Check data format |
CheckOptions | Check option format |
ConvertSupport | Convert support of a mu/phi/cov etc. to and from obsGrid and... |
CreateBasis | Create an orthogonal basis of K functions in [0, 1], with... |
CreateBWPlot | Functional Principal Component Analysis Bandwidth Diagnostics... |
CreateCovPlot | Creates a correlation surface plot based on the results from... |
CreateDesignPlot | Create design plots for functional data. See Yao, F., Müller,... |
CreateFuncBoxPlot | Create functional boxplot using 'bagplot', 'KDE' or... |
CreateModeOfVarPlot | Functional Principal Component Analysis: Mode of variation... |
CreateOutliersPlot | Functional Principal Component or Functional Singular Value... |
CreatePathPlot | Create the fitted sample path plot based on the results from... |
CreateScreePlot | Create the scree plot for the fitted eigenvalues |
CreateStringingPlot | Create plots for observed and stringed high dimensional data |
cumtrapzRcpp | Cumulative Trapezoid Rule Numerical Integration |
DynCorr | Dynamical Correlation |
Dyn_test | Bootstrap test of Dynamic Correlation |
FAM | Functional Additive Models |
FCCor | Calculation of functional correlation between two... |
FClust | Functional clustering and identifying substructures of... |
FCReg | Functional Concurrent Regression using 2D smoothing |
fdapace | fdapace: Functional Data Analysis and Empirical Dynamics |
fitted.FPCA | Fitted functional data from FPCA object |
fitted.FPCAder | Fitted functional data for derivatives from the FPCAder... |
FLM | Functional Linear Models |
FLMCI | Confidence Intervals for Functional Linear Models. |
FOptDes | Optimal Designs for Functional and Longitudinal Data for... |
FPCA | Functional Principal Component Analysis |
FPCAder | Obtain the derivatives of eigenfunctions/ eigenfunctions of... |
FPCquantile | Conditional Quantile estimation with functional covariates |
FSVD | Functional Singular Value Decomposition |
FVPA | Functional Variance Process Analysis for dense functional... |
GetCovSurface | Covariance Surface |
GetCrCorYX | Create cross-correlation matrix from auto- and... |
GetCrCorYZ | Create cross-correlation matrix from auto- and... |
GetCrCovYX | Functional Cross Covariance between longitudinal variable Y... |
GetCrCovYZ | Functional Cross Covariance between longitudinal variable Y... |
GetMeanCI | Bootstrap pointwise confidence intervals for the mean... |
GetMeanCurve | Mean Curve |
GetNormalisedSample | Normalise sparse multivariate functional data |
kCFC | Functional clustering and identifying substructures of... |
Lwls1D | One dimensional local linear kernel smoother |
Lwls2D | Two dimensional local linear kernel smoother. |
Lwls2DDeriv | Two dimensional local linear kernel smoother to target... |
MakeBWtoZscore02y | Z-score body-weight for age 0 to 24 months based on WHO... |
MakeFPCAInputs | Format FPCA input |
MakeGPFunctionalData | Create a Dense Functional Data sample for a Gaussian process |
MakeHCtoZscore02y | Z-score head-circumference for age 0 to 24 months based on... |
MakeLNtoZscore02y | Z-score height for age 0 to 24 months based on WHO standards |
MakeSparseGP | Create a sparse Functional Data sample for a Gaussian Process |
medfly25 | Number of eggs laid daily from medflies |
MultiFAM | Functional Additive Models with Multiple Predictor Processes |
NormCurvToArea | Normalize a curve to a particular area, by multiplication... |
plot.FPCA | Functional Principal Component Analysis Diagnostics plot |
predict.FPCA | Predict FPC scores and curves for a new sample given an FPCA... |
print.FPCA | Print an FPCA object |
print.FSVD | Print an FSVD object |
print.WFDA | Print a WFDA object |
SBFitting | Iterative Smooth Backfitting Algorithm |
SelectK | Selects number of functional principal components for given... |
SetOptions | Set the PCA option list |
Sparsify | Sparsify densely observed functional data |
str.FPCA | Compactly display the structure of an FPCA object |
Stringing | Stringing for High-Dimensional data |
trapzRcpp | Trapezoid Rule Numerical Integration |
TVAM | Iterative Smooth Backfitting Algorithm |
VCAM | Sieve estimation: B-spline based estimation procedure for... |
WFDA | Time-Warping in Functional Data Analysis: Pairwise curve... |
Wiener | Simulate a standard Wiener processes (Brownian motions) |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.