Anthropometry1.19 package

Helper generic function for obtaining the anthropometric cases

Several internal functions to compute and represent archetypes and arc...

Several internal functions used by both $HIPAM_MO$ and $HIPAM_IMO$ alg...

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

Archetypal analysis in multivariate accommodation problem

Finding archetypoids

Helper function for the 3D landmarks

Helper function for defining the bust sizes

Cheng and Church biclustering algorithm applied to anthropometric data

CDF for the dissimilarities between women and computed medoids and sta...

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...

Computation of the trimowa elements for a given number of sizes define...

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

Hartigan-Wong k-means for 3D shapes

HIPAM algorithm for anthropometric data

Lloyd k-means for 3D shapes

Nearest individuals to archetypes

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

Overlapped biclusters by rows

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

Screeplot of archetypal individuals

3D shapes plot

Skeleton plot of archetypal individuals

Archetype algorithm to raw data

Run the archetypoid algorithm several times

Trimmed clustering based on L1 data depth

Trimmed Lloyd k-means for 3D shapes

Trimmed k-medoids algorithm

Helper generic function for obtaining the trimmed and outlier observat...

Trimmed PAM with OWA operators

Calculation of the weights for the OWA operators

PC scores for archetypes