Multivariate Functional Spatial Data

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Documentation for package ‘MFSD’ version 0.1.1

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%/%.fsd.fd Subsetting a functional spatial data object
*.fsd.fd Arithmetic for functional spatial data objects
+.fsd.fd Arithmetic for functional spatial data objects
-.fsd.fd Arithmetic for functional spatial data objects
/.fsd.fd Arithmetic for functional spatial data objects
as.fd.fsd.fd Converting a functional spatial data object into a functional data object
as.fsd.fd Converting a functional data object into a functional spatial data object
center.fsd.fd Compute the centered version of spatial functional data
diff.fsd.fd Calculate the differences for a Functional Spatial Data Object
fsd.covariance Estimate autocovariance operators
fsd.fd Creating a functional spatial data object
fsd.filter Creating a functional spatial filter
fsd.filter.is.unilateral Check if functional spatial filter is unilateral
fsd.fourier Compute the Fourier transform
fsd.fourier.inverse Compute the Fourier inverse
fsd.jb.test Perform a Jarque-Bera Test on Normality of Functional Spatial Data
fsd.norm Compute the norm of functional data
fsd.perm Permute the dimensions of a Functional Spatial Data Grid
fsd.plot.covariance Plot the autocovariance operator of functional spatial data
fsd.plot.data Plot functional spatial data
fsd.plot.filters Plot functional spatial filters
fsd.sfarma Simulate a spatial functional ARMA process
fsd.spca Perform Spectral Principal Components Analysis on Spatial Functional Data
fsd.spca.cov Calculate the Covariance of the Spectral Principal Component Scores
fsd.spca.filters Calculate the Spectral Principal Components Filters Spatial Functional Data
fsd.spca.inverse Reconstruct the original functional data from the filters and the score
fsd.spca.scores Compute the Scores for Spatial Functional Data
fsd.spca.var Calculate the Variance explained by Spectral Principal Components
fsd.spectral.density Estimate the spectral density operator
fsd.z.plot Plot functional data on a grid
Llist a list containing the maximum lag for the filters for each variable.
mean.fsd.fd Compute the mean of spatial functional data
mfsd Perform Multivariate Spectral Principal Components Analysis on Spatial Functional Data.
mfsd.evaluation Perform A Comparative Evaluation of Dimension Reduction: SMFPCA versus MFPCA in Multivariate Spatial Data Reconstruction
mfsd.nmse Perform A Evaluation of Dimension Reduction Using NMSE and NMSE*
mfsd_Filter Calculate the Multivariate Spectral Principal Components Filters Spatial Functional Data
mfsd_Scores Compute the Multivariate Scores for Spatial Functional Data.
plot.fsd.fd Plot functional spatial data
plot.fsd.filter Plot functional spatial filters
plot.mfsd.fd Plot method for mfsd.fd objects
qlist a list containing tuning parameter for the estimation of the the spectral density of indian variable
summary.fsd.filter Analyse functional spatial filters
summary.mfsd.filter Analyse multivariate functional spatial filters
temp Temperature Data in Wyoming
unfold Unfold indices into a high-dimensional grid
X1999 Spatial functional data of sea surface temperature (SST) data for the year 1999, derived from NOAA optimal sea surface temperature interpolation data.
X2000 Spatial functional data of sea surface temperature (SST) data for the year 2000, derived from NOAA optimal sea surface temperature interpolation data.
X2001 Spatial functional data of sea surface temperature (SST) data for the year 2001, derived from NOAA optimal sea surface temperature interpolation data.
[.fsd.fd Subsetting a functional spatial data object