Package index • ReMPCA

All functions

ReMPCA(): ReMPCA Smooth and Sparse Multivariate Functional Principal Component Analysis
as.fdClass(): Coerce an object of class 'rdClass' or 'imgClass' to class 'fdClass'.
as.hdClass(): Coerce an object of class 'rdClass', 'fdClass', or 'imgClass' to class 'hdClass'
as.imgClass(): Coerce an Object to imgClass
as.rdClass(): Coerce an object of class 'fdClass' or 'imgClass' to class 'rdClass'
`$`(<fdClass>): Custom $ operator for fdClass Allows access to the underlying data matrix via fd$matrix
`$`(<hdClass>): Custom $ operator for hdClass Returns a clean data.frame when using hd_obj$matrix
`$`(<imgClass>): Custom $ operator for imgClass Allows access to the underlying data matrix via img$matrix
`$`(<rdClass>): Custom $ operator for rdClass Allows access to the underlying data matrix via rd$matrix
`-`(<hd>): Element-wise Subtraction for Hybrid Data Objects
fdClass(): Functional Data Class
hdClass(): Hybrid Data Constructor (hdClass)
imgClass(): Image Data Class
is.fdClass(): Check if an object is of class 'fdClass'
is.hdClass(): Check if an object is of class 'hdClass'
is.imgClass(): Check if an object is of class 'imgClass'
is.rdClass(): Check if an object is of class 'rdClass'
plot(<fdClass>): Plot Method for fdClass Objects
plot(<hdClass>): Plot Method for hdClass Objects
plot(<imgClass>): Plot Method for imgClass Objects
plot(<rdClass>): Plot Method for rdClass Objects
plot_cv_u(): Plot CV Error with 1-SE Rule for u
plot_cv_v(): Plot Cross-Validation Scores for ReMPCA v-direction
plot_gcv_u(): Plot GCV Scores for U
plot_gcv_v(): Plot GCV Results for Functional Loadings (v) in ReMPCA
plot_pc_functions(): Plot Principal Component Functions
plot_pc_scores(): Plot Principal Component Scores from ReMPCA Object
`+`(<hd>): Element-wise Addition of Two Hybrid Data Objects
print(<imgClass>): Print Method for Image Data (imgClass)
rdClass(): Regular Data Class
scale_hd(): Compute Scaling Weights for hdClass Object
setSmoothnessParameter(): Set Smoothness Tuning Parameter
setSparsityParameter(): Set Sparsity Tuning Parameter
`[`(<fdClass>): Indexing operator for fdClass
`[`(<hdClass>): Indexing Operator for hdClass
`[`(<imgClass>): Indexing operator for imgClass
`[`(<rdClass>): Indexing operator for rdClass
`*`(<fdClass>): Multiply a fdClass Object by a Scalar
`*`(<hdClass>): Multiply a hdClass Object by a Scalar
`*`(<imgClass>): Multiply a imgClass Object by a Scalar
`*`(<rdClass>): Multiply a rdClass Object by a Scalar