Cheng and Church biclustering algorithm applied to anthropometric data
CDF for the dissimilarities between women and computed medoids and standard prototypes
Helper function for defining the bust sizes
Finding archetypoids
Helper function for the 3D landmarks
Anthropometry-internalArchetypoids
Several internal functions to compute and represent archetypes and archetypoids
Anthropometry-internalHipamAnthropom
Several internal functions used by both $HIPAM_MO$ and $HIPAM_IMO$ algorithms
Helper generic function for obtaining the anthropometric cases
Evaluation of the candidate clustering partition in $HIPAM_MO$
Landmarks of the sampled women of the Spanish Survey
Evaluation of the candidate clustering partition in $HIPAM_IMO$
Dissimilarity matrix between individuals and prototypes
Archetypal analysis in multivariate accommodation problem
Generation of the candidate clustering partition in $HIPAM_IMO$
HIPAM algorithm for anthropometric data
Figures of 8 landmarks with labelled landmarks
Description of the dissimilarities between women's trunks
Overlapped biclusters by rows
Parallelepiped of 34 landmarks
Nearest individuals to archetypes
Parallelepiped of 8 landmarks
Auxiliary optra subroutine of the Hartigan-Wong k-means for 3D shapes
computSizesHipamAnthropom
Computation of the hipamAnthropom elements for a given number of sizes defined by the EN
Cube of 34 landmarks
Helper function for plotting the shapes
Data preprocessing before computing archetypal observations
Computation of the trimowa elements for a given number of sizes defined by the EN
Cube of 8 landmarks
Helper function for computing percentiles of a certain archetypoid
Skeleton plot of archetypal individuals
Prototypes representation
Auxiliary qtran subroutine of the Hartigan-Wong k-means for 3D shapes
Generation of the candidate clustering partition in $HIPAM_MO$
HIPAM dendogram
Screeplot of archetypal individuals
3D shapes plot
Run the archetypoid algorithm several times
PC scores for archetypes
Helper generic function for obtaining the trimmed and outlier observations
Trimmed or outlier observations representation
Trimmed Lloyd k-means for 3D shapes
Trimmed k-medoids algorithm
Archetype algorithm to raw data
Sample database of the Spanish anthropometric survey
Trimmed PAM with OWA operators
Calculation of the weights for the OWA operators
USAF 1967 survey
Anthropometry-internalPlotTree
Several internal functions used to build the HIPAM plot tree
Statistical Methods for Anthropometric Data
Lloyd k-means for 3D shapes
Anthropometry-internalTDDclust
Several internal functions to clustering based on the L1 data depth
Trimmed clustering based on L1 data depth
Hartigan-Wong k-means for 3D shapes