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