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.

Author
Guillermo Vinue, Irene Epifanio, Amelia Simo, M. Victoria Ibanez, Juan Domingo, Guillermo Ayala
Date of publication
2015-12-12 09:41:02
Maintainer
Guillermo Vinue <Guillermo.Vinue@uv.es>
License
GPL (>= 2)
Version
1.7
URLs

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