Anthropometry: Statistical Methods for Anthropometric Data

Statistical methodologies especially developed to analyze anthropometric data. These methods are aimed at providing effective solutions to some commons problems related to Ergonomics and Anthropometry. They are based on clustering, the statistical concept of data depth, statistical shape analysis and archetypal analysis.

AuthorGuillermo Vinue, Irene Epifanio, Amelia Simo, M. Victoria Ibanez, Juan Domingo, Guillermo Ayala
Date of publication2015-12-12 09:41:02
MaintainerGuillermo Vinue <Guillermo.Vinue@uv.es>
LicenseGPL (>= 2)
Version1.7
http://www.r-project.org
http://www.uv.es/vivigui

View on CRAN

Man pages

anthrCases: Helper generic function for obtaining the anthropometric...

Anthropometry-internalArchetypoids: Several internal functions to compute and represent...

Anthropometry-internalHipamAnthropom: Several internal functions used by both $HIPAM_MO$ and...

Anthropometry-internalPlotTree: Several internal functions used to build the HIPAM plot tree

Anthropometry-internalTDDclust: Several internal functions to clustering based on the L1 data...

Anthropometry-package: Statistical Methods for Anthropometric Data

archetypesBoundary: Archetypal analysis in multivariate accommodation problem

archetypoids: Finding archetypoids

array3Dlandm: Helper function for the 3D landmarks

bustSizesStandard: Helper function for defining the bust sizes

CCbiclustAnthropo: Cheng and Church biclustering algorithm applied to...

cdfDissWomenPrototypes: CDF for the dissimilarities between women and computed...

checkBranchLocalIMO: Evaluation of the candidate clustering partition in...

checkBranchLocalMO: Evaluation of the candidate clustering partition in...

computSizesHipamAnthropom: Computation of the hipamAnthropom elements for a given number...

computSizesTrimowa: Computation of the trimowa elements for a given number of...

cube34landm: Cube of 34 landmarks

cube8landm: Cube of 8 landmarks

descrDissTrunks: Description of the dissimilarities between women's trunks

figures8landm: Figures of 8 landmarks with labelled landmarks

getBestPamsamIMO: Generation of the candidate clustering partition in...

getBestPamsamMO: Generation of the candidate clustering partition in...

getDistMatrix: Dissimilarity matrix between individuals and prototypes

HartiganShapes: Hartigan-Wong k-means for 3D shapes

hipamAnthropom: HIPAM algorithm for anthropometric data

landmarksSampleSpaSurv: Landmarks of the sampled women of the Spanish Survey

LloydShapes: Lloyd k-means for 3D shapes

matPercs: Helper function for the percentils of the archetypoids

nearestToArchetypes: Nearest individuals to archetypes

optraShapes: Auxiliary optra subroutine of the Hartigan-Wong k-means for...

overlapBiclustersByRows: Overlapped biclusters by rows

parallelep34landm: Parallelepiped of 34 landmarks

parallelep8landm: Parallelepiped of 8 landmarks

percentilsArchetypoid: Computing percentiles of a certain archetypoid

plotPrototypes: Prototypes representation

plotTreeHipamAnthropom: HIPAM dendogram

plotTrimmOutl: Trimmed or outlier observations representation

preprocessing: Data preprocessing before computing archetypal observations

projShapes: Helper function for plotting the shapes

qtranShapes: Auxiliary qtran subroutine of the Hartigan-Wong k-means for...

sampleSpanishSurvey: Sample database of the Spanish anthropometric survey

screeArchetypal: Screeplot of archetypal individuals

shapes3dShapes: 3D shapes plot

skeletonsArchetypal: Skeleton plot of archetypal individuals

stepArchetypesRawData: 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

trimmOutl: Helper generic function for obtaining the trimmed and outlier...

trimowa: Trimmed PAM with OWA operators

USAFSurvey: USAF 1967 survey

weightsMixtureUB: Calculation of the weights for the OWA operators

xyplotPCArchetypes: PC scores for archetypes

Files in this package

Anthropometry
Anthropometry/inst
Anthropometry/inst/CITATION
Anthropometry/inst/doc
Anthropometry/inst/doc/Anthropometry.R
Anthropometry/inst/doc/Anthropometry.pdf
Anthropometry/inst/doc/Anthropometry.Rnw
Anthropometry/src
Anthropometry/src/cast.c
Anthropometry/NAMESPACE
Anthropometry/NEWS
Anthropometry/data
Anthropometry/data/USAFSurvey.RData
Anthropometry/data/cube34landm.RData
Anthropometry/data/descrDissTrunks.RData
Anthropometry/data/parallelep8landm.RData
Anthropometry/data/sampleSpanishSurvey.RData
Anthropometry/data/parallelep34landm.RData
Anthropometry/data/cube8landm.RData
Anthropometry/data/landmarksSampleSpaSurv.RData
Anthropometry/R
Anthropometry/R/weightsMixtureUB.R Anthropometry/R/trimowa.R Anthropometry/R/array3Dlandm.R Anthropometry/R/trimmedoid.R Anthropometry/R/screeArchetypal.R Anthropometry/R/getBestPamsamIMO.R Anthropometry/R/preprocessing.R Anthropometry/R/TDDclust.R Anthropometry/R/bustSizesStandard.R Anthropometry/R/computSizesHipamAnthropom.R Anthropometry/R/LloydShapes.R Anthropometry/R/stepArchetypesRawData.R Anthropometry/R/shapes3dShapes.R Anthropometry/R/optraShapes.R Anthropometry/R/percentilsArchetypoid.R Anthropometry/R/Anthropometry-internalPlotTree.R Anthropometry/R/nearestToArchetypes.R Anthropometry/R/computSizesTrimowa.R Anthropometry/R/Anthropometry-internalTDDclust.R Anthropometry/R/plotTreeHipamAnthropom.R Anthropometry/R/checkBranchLocalIMO.R Anthropometry/R/getBestPamsamMO.R Anthropometry/R/Anthropometry-internalHipamAnthropom.R Anthropometry/R/plotPrototypes.R Anthropometry/R/overlapBiclustersByRows.R Anthropometry/R/xyplotPCArchetypes.R Anthropometry/R/trimmOutl.R Anthropometry/R/plotTrimmOutl.R Anthropometry/R/qtranShapes.R Anthropometry/R/HartiganShapes.R Anthropometry/R/matPercs.R Anthropometry/R/getDistMatrix.R Anthropometry/R/anthrCases.R Anthropometry/R/cdfDissWomenPrototypes.R Anthropometry/R/trimmedLloydShapes.R Anthropometry/R/CCbiclustAnthropo.R Anthropometry/R/Anthropometry-internalArchetypoids.R Anthropometry/R/projShapes.R Anthropometry/R/archetypesBoundary.R Anthropometry/R/checkBranchLocalMO.R Anthropometry/R/hipamAnthropom.R Anthropometry/R/archetypoids.R Anthropometry/R/figures8landm.R Anthropometry/R/stepArchetypoids.R Anthropometry/R/skeletonsArchetypal.R
Anthropometry/vignettes
Anthropometry/vignettes/prendas_2.png
Anthropometry/vignettes/prendas_1.png
Anthropometry/vignettes/algorithm2e.sty
Anthropometry/vignettes/prendas_3.png
Anthropometry/vignettes/hipam1.pdf
Anthropometry/vignettes/a4wide.sty
Anthropometry/vignettes/kmProc2.pdf
Anthropometry/vignettes/trimowa1.pdf
Anthropometry/vignettes/trimowa2.pdf
Anthropometry/vignettes/AA.pdf
Anthropometry/vignettes/kmProc1.pdf
Anthropometry/vignettes/decisionTree_1.png
Anthropometry/vignettes/hipam2.pdf
Anthropometry/vignettes/Anthropometry.Rnw
Anthropometry/vignettes/Anthropometry.bib
Anthropometry/vignettes/decisionTree.png
Anthropometry/vignettes/algorithmic.sty
Anthropometry/MD5
Anthropometry/build
Anthropometry/build/vignette.rds
Anthropometry/DESCRIPTION
Anthropometry/man
Anthropometry/man/plotPrototypes.Rd Anthropometry/man/screeArchetypal.Rd Anthropometry/man/computSizesHipamAnthropom.Rd Anthropometry/man/hipamAnthropom.Rd Anthropometry/man/checkBranchLocalMO.Rd Anthropometry/man/parallelep8landm.Rd Anthropometry/man/sampleSpanishSurvey.Rd Anthropometry/man/trimmedLloydShapes.Rd Anthropometry/man/qtranShapes.Rd Anthropometry/man/shapes3dShapes.Rd Anthropometry/man/archetypesBoundary.Rd Anthropometry/man/stepArchetypoids.Rd Anthropometry/man/bustSizesStandard.Rd Anthropometry/man/TDDclust.Rd Anthropometry/man/figures8landm.Rd Anthropometry/man/getDistMatrix.Rd Anthropometry/man/xyplotPCArchetypes.Rd Anthropometry/man/cube8landm.Rd Anthropometry/man/getBestPamsamIMO.Rd Anthropometry/man/optraShapes.Rd Anthropometry/man/HartiganShapes.Rd Anthropometry/man/anthrCases.Rd Anthropometry/man/archetypoids.Rd Anthropometry/man/trimmedoid.Rd Anthropometry/man/plotTrimmOutl.Rd Anthropometry/man/cube34landm.Rd Anthropometry/man/LloydShapes.Rd Anthropometry/man/preprocessing.Rd Anthropometry/man/weightsMixtureUB.Rd Anthropometry/man/Anthropometry-internalTDDclust.Rd Anthropometry/man/computSizesTrimowa.Rd Anthropometry/man/array3Dlandm.Rd Anthropometry/man/overlapBiclustersByRows.Rd Anthropometry/man/cdfDissWomenPrototypes.Rd Anthropometry/man/percentilsArchetypoid.Rd Anthropometry/man/checkBranchLocalIMO.Rd Anthropometry/man/Anthropometry-internalHipamAnthropom.Rd Anthropometry/man/Anthropometry-internalPlotTree.Rd Anthropometry/man/plotTreeHipamAnthropom.Rd Anthropometry/man/Anthropometry-package.Rd Anthropometry/man/parallelep34landm.Rd Anthropometry/man/Anthropometry-internalArchetypoids.Rd Anthropometry/man/skeletonsArchetypal.Rd Anthropometry/man/descrDissTrunks.Rd Anthropometry/man/landmarksSampleSpaSurv.Rd Anthropometry/man/getBestPamsamMO.Rd Anthropometry/man/projShapes.Rd Anthropometry/man/trimmOutl.Rd Anthropometry/man/nearestToArchetypes.Rd Anthropometry/man/CCbiclustAnthropo.Rd Anthropometry/man/stepArchetypesRawData.Rd Anthropometry/man/USAFSurvey.Rd Anthropometry/man/matPercs.Rd Anthropometry/man/trimowa.Rd

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