Man pages for hadjipantelis/tPACE
Functional Data Analysis and Empirical Dynamics

BwNNMinimum bandwidth based on kNN criterion.
CheckDataCheck data format
CheckOptionsCheck option format
ConvertSupportConvert support of a mu/phi/cov etc. to and from obsGrid and...
CreateBasisCreate an orthogonal basis of K functions in [0, 1], with...
CreateBWPlotFunctional Principal Component Analysis Bandwidth Diagnostics...
CreateCovPlotCreate the covariance surface plot based on the results from...
CreateDesignPlotCreate the design plot of the functional data.
CreateFuncBoxPlotCreate functional boxplot using 'bagplot', 'KDE' or...
CreateModeOfVarPlotFunctional Principal Component Analysis mode of variation...
CreateOutliersPlotFunctional Principal Component or Functional Singular Value...
CreatePathPlotCreate the fitted sample path plot based on the results from...
CreateScreePlotCreate the scree plot for the fitted eigenvalues
CreateStringingPlotCreate plots for observed and stringed high dimensional data
cumtrapzRcppCumulative Trapezoid Rule Numerical Integration
FAMFunctional Additive Models
FCCorCalculate functional correlation between two simultaneously...
FClustFunctional clustering and identifying substructures of...
FCRegFunctional Concurrent Regression by 2D smoothing method.
fdapacePACE: Principal Analysis by Conditional Expectation
fitted.FPCAFitted functional sample from FPCA object
fitted.FPCAderFitted functional sample from FPCAder object
FOptDesOptimal Designs for Functional and Longitudinal Data for...
FPCAFunctional Principal Component Analysis
FPCAderTake derivative of an FPCA object
FPCRegFunction for performing functonal linear regression where the...
FPCRegSFunction for performing functonal linear regression where the...
FSVDFunctional Singular Value Decomposition
FVPAFunctional Variance Process Analysis for dense functional...
GetCrCorYXMake cross-correlation matrix from auto- and cross-covariance...
GetCrCorYZMake cross-correlation matrix from auto- and cross-covariance...
GetCrCovYXFunctional Cross Covariance between longitudinal variable Y...
GetCrCovYZFunctional Cross Covariance between longitudinal variable Y...
GetNormalisedSampleNormalise sparse functional sample
kCFCFunctional clustering and identifying substructures of...
Lwls1DOne dimensional local linear kernel smoother
Lwls2DTwo dimensional local linear kernel smoother.
Lwls2DDerivTwo dimensional local linear kernel smoother with...
MakeBWtoZscore02yZ-score body-weight for age 0 to 24 months based on WHO...
MakeFPCAInputsFormat FPCA input
MakeGPFunctionalDataMake Gaussian Process Dense Functional Data sample
MakeHCtoZscore02yZ-score head-circumference for age 0 to 24 months based on...
MakeLNtoZscore02yZ-score height for age 0 to 24 months based on WHO standards
MakeSparseGPMake Gaussian Process Sparse Functional Data sample
medfly25Number of eggs laid daily from medflies
MultiFAMFunctional Additive Models with Multiple Predictor Processes
NormCurvToAreaNormalise a curve to a particular area.
plot.FPCAFunctional Principal Component Analysis Diagnostics plot
predict.FPCAPredict FPC scores for a new sample given an FPCA object
print.FPCAPrint an FPCA object
print.FSVDPrint an FSVD object
print.WFDAPrint a WFDA object
SBFittingIterative Smooth Backfitting Algorithm
SelectKSelects number of functional principal components for given...
SetOptionsSet the PCA option list
SparsifySparsify densely observed functional data
str.FPCACompactly display the structure of an FPCA object
StringingStringing for High-Dimensional data
trapzRcppTrapezoid Rule Numerical Integration
WFDAWarped Functional DAta Analysis
WienerSimulate standard Wiener processes (Brownian motions)
hadjipantelis/tPACE documentation built on May 21, 2018, 4:14 p.m.