Statistical Methods for Anthropometric Data


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Documentation for package ‘Anthropometry’ version 1.1

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Anthropometry-package Statistical Methods for Anthropometric Data
accommodation Data preprocessing before computing archetypes
archetypesBoundary Archetypal analysis in multivariate accommodation problem
archetypoids Finding archetypoids
CCbiclustAnthropo Cheng and Church biclustering algorithm applied to anthropometric data
cdfDiss CDF for the dissimilarities between women and computed medoids and standard prototypes
checkBranchLocalIMO Evaluation of the candidate clustering partition in $HIPAM_IMO$
checkBranchLocalMO Evaluation of the candidate clustering partition in $HIPAM_MO$
cMDSwomen Description of the dissimilarities between women's trunks
compPerc Computing percentiles of a certain archetypoid
cube34 Cube of 34 landmarks
cube8 Cube of 8 landmarks
dataDemo Demo database of the Spanish anthropometric survey
dataUSAF USAF 1967 database
figures8landm Figures with labelled landmarks
getBestPamsamIMO Generation of the candidate clustering partition in $HIPAM_IMO$
getBestPamsamMO Generation of the candidate clustering partition in $HIPAM_MO$
GetDistMatrix Dissimilarity matrix between individuals and prototypes
HartiganShapes Hartigan-Wong k-means for 3D shapes
hipamAnthropom HIPAM algorithm for anthropometric data
hipamBigGroups Hipam medoids of the clusters with more than 2 elements
indivNearest Nearest individuals to archetypes
landmarks Landmarks representing the woman's body
LloydShapes Lloyd k-means for 3D shapes
optraProcrustes Auxiliary optra subroutine of the Hartigan-Wong k-means for 3D shapes
outlierHipam Individuals of the hipam clusters with 1 or 2 elements
overlappingRows Overlapped biclusters by rows
parallelepiped34 Parallelepiped of 34 landmarks
parallelepiped8 Parallelepiped of 8 landmarks
plotMedoids Medoids representation
plotTreeHipam HIPAM dendogram
plotTrimmOutl Trimmed or outlier observations representation
qtranProcrustes Auxiliary qtran subroutine of the Hartigan-Wong k-means for 3D shapes
screeArchetyp Screeplot of archetypes and archetypoids
shapes3dMod 3D shapes plot
skeletonsArchet Skeleton plots of archetypal individuals
stepArchetypesMod Archetype algorithm to raw data
stepArchetypoids Run the archetypoid algorithm several times
TDDclust Trimmed clustering based on L1 data depth
trimmedLloydShapes Trimmed Lloyd k-means for 3D shapes
trimmedoid Trimmed k-medoids algorithm
trimowa Trimmed PAM with OWA operators
WeightsMixtureUB Calculation of the weights for the OWA operators
xyplotPCA PC scores for archetypes