Apply a PCA Like Procedure Suited for Multivariate Extreme Value Distributions


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Documentation for package ‘maxstablePCA’ version 0.1.1

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compress Transform data to compact representation given by max-stable PCA
maxmatmul Multiply two matrices with a matrix product that uses maxima instead of addition
max_stable_prcomp Calculate max-stable PCA with dimension p for given dataset
reconstruct Obtain reconstructed data for PCA
summary.max_stable_prcomp Print summary of a max_stable_prcomp object.
transform_orig_margins Transform the columns of a transformed dataset to original margins
transform_unitfrechet Transform the columns of a dataset to (approximately) unit Frechet margins
transform_unitpareto Transform the columns of a dataset to unit Pareto