Resistant Procrustes Methods for Multivariate Data

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Documentation for package ‘ResistantProcrustes’ version 0.1.1

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Biweight_permute Biweight Method Permutation Test Performs a permutation test for the Biweight method.
Huber_permute Huber Method Permutation Test Performs a permutation test for the Huber method.
ILMS_permute The Improved Least Median of Squares (ILMS) Permutation Test Performs a permutation test for the ILMS method.
LMS_estimator Least median of squares (LMS) method Align two matrices using the LMS.
LMS_LTS_estimator Improved Least median of squares (ILMS) method Align two matrices using the ILMS.
LMS_permute The Least Median of Squares (LMS) Permutation Test Performs a permutation test for the LMS method.
LTS_estimator Least trimmed squares (LTS) method Align two matrices using the ILMS.
LTS_permute The Least Trimmed Squares (LTS) Permutation Test Performs a permutation test for the LTS method.
majorization Huber and Biweight methods Align two matrices using the Huber and Biweight loss functions via iterative majorization.
majorization_tuned 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.
MM2_estimator_no_reflection Repeated Median Method without reflection Align two matrices using repeated median method that cannot deal with reflection
MM2_estimator_with_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_permute Repeated Median Method Permutation Test Performs a permutation test for the repeated median method.
Procrustes_fun The standard Procrustes analysis Align two matrices using Procrustes analysis
Procrustes_permute Standard Procrustes Analysis Permutation Test Performs a permutation test for the standard Procrustes analysis.
S_estimator S-estimator method Align two matrices using the S-estimator.
S_permute S-estimator Permutation Test Performs a permutation test for the S-estimator method.