Robust Methods for Multiway Data Analysis, Applicable also for Compositional Data

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Documentation for package ‘rrcov3way’ version 0.5-0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

amino	Amino acids fluorescence data.
Arno	Chemical composition of water in the main stream of Arno river
congruence	Coefficient of factor congruence (phi)
coordinates	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
coordinates.parafac	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
coordinates.tucker3	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
cp_als	Alternating Least Squares (ALS) for Candecomp/Parafac (CP)
cp_atld	Alternating Trilinear Decomposition (ATLD) for Candecomp/Parafac (CP)
cp_gen	Generate PARAFAC data sets, optionally with outliers
cp_int2	ATLD-ALS algorithm for Candecomp/Parafac (CP)
do3Postprocess	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
do3Postprocess.default	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
do3Postprocess.parafac	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
do3Postprocess.tucker3	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
do3Rotate	Varimax Rotation for Tucker3 models
do3Rotate.tucker3	Varimax Rotation for Tucker3 models
do3Scale	Centering and scaling
do3Scale.default	Centering and scaling
do3Scale.parafac	Centering and scaling
do3Scale.tucker3	Centering and scaling
dorrit	Dorrit fluorescence data.
elind	OECD Electronics Industries Data
girls	Sempe girls' growth curves data
is.orthogonal	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
is.orthonormal	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
Kojima	Parental behaviour in Japan
Kojima.boys	Parental behaviour in Japan
Kojima.girls	Parental behaviour in Japan
krp	The Khatri-Rao product of two matrices
mtrace	The trace of a square numeric matrix
Parafac	Robust Parafac estimator for compositional data
permute	Permutation of a matricized array
plot.parafac	Plot a parafac or a tucker3 object
plot.tucker3	Plot a parafac or a tucker3 object
print.parafac	Robust Parafac estimator for compositional data
print.tucker3	Robust Tucker3 estimator for compositional data
reflect	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
reflect.parafac	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
reflect.tucker3	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
reorder	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
reorder.parafac	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
reorder.tucker3	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
tall2wide	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
tallArray	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
toArray	Matrix to array conversion
Tucker3	Robust Tucker3 estimator for compositional data
ulabor	Undeclared labor by region in Italy
unfold	Matrix unfolding
va3way	Manufacturing value added by technology intensity for several years
waterquality	Water quality data in Wyoming, USA
weights	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
weights.parafac	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
weights.tucker3	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.
wideArray	Postprocessing: renormalization, reflection and reordering; access to some of the components of the model.