Anthropometry

Several internal functions to compute and represent archetypes and archetypoids

Several internal functions used by both $HIPAM_MO$ and $HIPAM_IMO$ algorithms

Several internal functions used to build the HIPAM plot tree

Several internal functions to clustering based on the L1 data depth

Statistical Methods for Anthropometric Data

Cheng and Church biclustering algorithm applied to anthropometric data

Hartigan-Wong k-means for 3D shapes

Lloyd k-means for 3D shapes

Trimmed clustering based on L1 data depth

USAF 1967 survey

Helper generic function for obtaining the anthropometric cases

Archetypal analysis in multivariate accommodation problem

Finding archetypoids

Helper function for the 3D landmarks

Helper function for defining the bust sizes

CDF for the dissimilarities between women and computed medoids and standard prototypes

Evaluation of the candidate clustering partition in $HIPAM_IMO$

Evaluation of the candidate clustering partition in $HIPAM_MO$

Computation of the hipamAnthropom elements for a given number of sizes defined by the EN

Computation of the trimowa elements for a given number of sizes defined by the EN

Cube of 34 landmarks

Cube of 8 landmarks

Description of the dissimilarities between women's trunks

Figures of 8 landmarks with labelled landmarks

Generation of the candidate clustering partition in $HIPAM_IMO$

Generation of the candidate clustering partition in $HIPAM_MO$

Dissimilarity matrix between individuals and prototypes

HIPAM algorithm for anthropometric data

Landmarks of the sampled women of the Spanish Survey

Nearest individuals to archetypes

Auxiliary optra subroutine of the Hartigan-Wong k-means for 3D shapes

Overlapped biclusters by rows

Parallelepiped of 34 landmarks

Parallelepiped of 8 landmarks

Helper function for computing percentiles of a certain archetypoid

Prototypes representation

HIPAM dendogram

Trimmed or outlier observations representation

Data preprocessing before computing archetypal observations

Helper function for plotting the shapes

Auxiliary qtran subroutine of the Hartigan-Wong k-means for 3D shapes

Sample database of the Spanish anthropometric survey

Screeplot of archetypal individuals

3D shapes plot

Skeleton plot of archetypal individuals

Archetype algorithm to raw data

Run the archetypoid algorithm several times

Helper generic function for obtaining the trimmed and outlier observations

Trimmed Lloyd k-means for 3D shapes

Trimmed k-medoids algorithm

Trimmed PAM with OWA operators

Calculation of the weights for the OWA operators

PC scores for archetypes