Package: ResistantProcrustes 0.1.1

ResistantProcrustes: Resistant Procrustes Methods for Multivariate Data

Provides resistant alternatives to the standard Procrustes analysis for comparing multivariate datasets, including seven resistant Procrustean methods and their associated permutation tests, as well as the standard Procrustes analysis and its permutation tests. Methods are based on Tang and Jackson (2026) "Improving and evaluating resistant alternatives to Procrustes analysis for multivariate dataset matching" <doi:10.1002/env.70073>.

Authors:Xiaozhuo Tang [aut, cre]

ResistantProcrustes_0.1.1.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ResistantProcrustes/json (API)

# Install 'ResistantProcrustes' in R:
install.packages('ResistantProcrustes', repos = c('https://xiaozhuotang.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 17 exports 20 dependencies

Last updated from:6ab2e34814. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK109
source / vignettesOK166
linux-releaseOK126
macos-releaseOK189
macos-oldrelOK155
windows-develOK82
windows-releaseOK70
windows-oldrelOK104
wasm-releaseOK89

Exports:Biweight_permuteHuber_permuteILMS_permuteLMS_estimatorLMS_LTS_estimatorLMS_permuteLTS_estimatorLTS_permutemajorizationmajorization_tunedMM2_estimator_no_reflectionMM2_estimator_with_reflectionMM2_permuteProcrustes_funProcrustes_permuteS_estimatorS_permute

Dependencies:alabamafBasicsfishModgllvmgssgtoolslatticeMASSMatrixmgcvnlmenloptrnumDerivRcppRcppEigenspatialstabledisttimeDatetimeSeriesTMB

Readme and manuals

Help Manual

Help pageTopics
Biweight Method Permutation Test Performs a permutation test for the Biweight method.Biweight_permute
Huber Method Permutation Test Performs a permutation test for the Huber method.Huber_permute
The Improved Least Median of Squares (ILMS) Permutation Test Performs a permutation test for the ILMS method.ILMS_permute
Least median of squares (LMS) method Align two matrices using the LMS.LMS_estimator
Improved Least median of squares (ILMS) method Align two matrices using the ILMS.LMS_LTS_estimator
The Least Median of Squares (LMS) Permutation Test Performs a permutation test for the LMS method.LMS_permute
Least trimmed squares (LTS) method Align two matrices using the ILMS.LTS_estimator
The Least Trimmed Squares (LTS) Permutation Test Performs a permutation test for the LTS method.LTS_permute
Huber and Biweight methods Align two matrices using the Huber and Biweight loss functions via iterative majorization.majorization
Huber and Biweight Methods with Automatic Tuning Constant Selection Align two matrices using Huber or biweight loss functions via iterative majorization, with automatic selection of the tuning constant.majorization_tuned
Repeated Median Method without reflection Align two matrices using repeated median method that cannot deal with reflectionMM2_estimator_no_reflection
Repeated Median Method with reflection Align two matrices using the repeated median method while allowing for reflection. This method is recommended for practical applications where reflected configurations may occur.MM2_estimator_with_reflection
Repeated Median Method Permutation Test Performs a permutation test for the repeated median method.MM2_permute
The standard Procrustes analysis Align two matrices using Procrustes analysisProcrustes_fun
Standard Procrustes Analysis Permutation Test Performs a permutation test for the standard Procrustes analysis.Procrustes_permute
S-estimator method Align two matrices using the S-estimator.S_estimator
S-estimator Permutation Test Performs a permutation test for the S-estimator method.S_permute