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  "Title": "Shrinkage for Extreme Partial Least-Squares (SEPaLS)",
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  "Date": "2023-10-11",
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  "Authors@R": "c(person(\"Stephane\", \"Girard\", role = \"aut\"),\nperson(\"Julyan\", \"Arbel\", role = c(\"aut\")),\nperson(\"Hadrien\", \"Lorenzo\", role = c(\"aut\",\"cre\",\"cph\"),\nemail = \"hadrien.lorenzo@univ-amu.fr\"))",
  "Description": "Regression context for the Partial Least Squares framework\nfor Extreme values. Estimations of the Shrinkage for Extreme\nPartial Least-Squares (SEPaLS) estimators, an adaptation of the\noriginal Partial Least Squares (PLS) method tailored to the\nextreme-value framework. The SEPaLS project is a joint work by\nStephane Girard, Hadrien Lorenzo and Julyan Arbel. R code to\nreplicate the results of the paper is available at\n<https://github.com/hlorenzo/SEPaLS_simus>. Extremes within PLS\nwas already studied by one of the authors, see M Bousebeta, G\nEnjolras, S Girard (2023) <doi:10.1016/j.jmva.2022.105101>.",
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  "Date/Publication": "2023-10-31 09:54:27 UTC",
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  "Author": "Stephane Girard [aut],\nJulyan Arbel [aut],\nHadrien Lorenzo [aut, cre, cph]",
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      "title": "Function to estimate SEPaLS estimators",
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