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