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

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Documentation for package ‘rrcov3way’ version 0.3-0

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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_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.