@manual{robustHD,
  title = {{robustHD}: Robust Methods for High-Dimensional Data},
  author = {Alfons, A.},
  year = {2021},
  note = {R package version~0.7.1},
  url = {https://github.com/aalfons/robustHD/}
}

@manual{RCore,
  title = {{R}: A Language and Environment for Statistical Computing},
  author = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address = {Vienna, Austria},
  year = {2021},
  url = {https://www.R-project.org/},
}

@article{khan07b,
  author = {Khan, J.A. and Van Aelst, S. and Zamar, R.H.},
  title = {Robust Linear Model Selection Based on Least Angle Regression},
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  volume = {102},
  number = {480},
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  year = {2007},
  DOI = {10.1198/016214507000000950}
}

@article{alfons13b,
  title = {Sparse Least Trimmed Squares Regression for Analyzing High-Dimensional Large Data Sets},
  author = {Alfons, A. and Croux, C. and Gelper, S.},
  journal = {The Annals of Applied Statistics},
  volume = {7},
  number = {1},
  pages = {226--248},
  year = {2013},
  DOI = {10.1214/12-AOAS575}
}

@article{alfons16a,
  title = {Robust Groupwise Least Angle Regression},
  author = {Alfons, A. and Croux, C. and Gelper, S.},
  journal = {Computational Statistics \& Data Analysis},
  volume = {93},
  pages = {421--435},
  year = {2016},
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}

@article{tibshirani96,
  Author = {Tibshirani, R.},
  Title = {Regression Shrinkage and Selection via the Lasso},
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  Number = {1},
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}

@article{smucler17,
  Author = {Smucler, E. and Yohai, V.J.},
  Title = {Robust and Sparse Estimators for Linear Regression Models},
  Journal = {Computational Statistics & Data Analysis},
  Volume = {111},
  Pages = {116--130},
  Year = {2017},
  DOI = {10.1016/j.csda.2017.02.002}
}

@article{kurnaz18,
  Author = {Kurnaz, F.S. and Hoffmann, I. and Filzmoser, P.},
  Title = {Robust and Sparse Estimation Methods for High-Dimensional Linear and Logistic Regression},
  Journal = {Chemometrics and Intelligent Laboratory Systems},
  Volume = {172},
  Pages = {211--222},
  Year = {2018},
  DOI = {10.1016/j.chemolab.2017.11.017}
}

@article{chang18,
  Author = {Chang, L. and Roberts, S. and Welsh, A.},
  Title = {Robust Lasso Regression Using {Tukey}'s Biweight Criterion},
  Journal = {Technometrics},
  Volume = {60},
  Number = {1},
  Pages = {36--47},
  Year = {2018},
  DOI = {10.1080/00401706.2017.1305299}
}

@article{cohenfreue19,
  author = {Cohen Freue, G.V. and Kepplinger, D. and Salibian-Barrera, M. and Smucler, E.},
  title = {Robust Elastic Net Estimators for Variable Selection and Identification of Proteomic Biomarkers},
  journal = {The Annals of Applied Statistics},
  volume = {13},
  number = {4},
  pages = {2065--2090},
  year = {2019},
  DOI = {10.1214/19-AOAS1269}
}

@article{stadlbauer20,
  Author = {Stadlbauer, V. and Engertsberger, L. and Komarova, I. and Feldbacher, N. and Leber, B. and Pichler, G. and Fink, N. and Scarpatetti, N. and Schippinger, W. and Schmidt, R. and Horvath, A.},
  Title = {Dysbiosis, Gut Barrier Dysfunction and Inflammation in Dementia: A Pilot Study},
  Journal = {BMC Geriatrics},
  Volume = {20},
  Number = {248},
  Pages = {1--13},
  Year = {2020},
  DOI = {10.1186/s12877-020-01644-2}
}

@article{antczakorlewska21,
  Author = {Antczak-Orlewska, O. and Płóciennik, M. and Sobczyk, R. and Okupny, D. and Stachowicz-Rybka, R. and Rzodkiewicz, M. and Siciński, J. and Mroczkowska, A. and Krąpiec, M. and Słowiński, M. and Kittel, P.},
  Title = {Chironomidae Morphological Types and Functional Feeding Groups as a Habitat Complexity Vestige},
  Journal = {Frontiers in Ecology and Evolution},
  Volume = {8},
  Number = {583831},
  Pages = {1--16},
  Year = {2021},
  DOI = {10.3389/fevo.2020.583831}
}

@article{reinhold12,
  Author = {Reinhold, W.C. and Sunshine, M. and Liu, H. and Varma, S. and Kohn, K.W. and Morris, J. and Doroshow, J. and Pommier, Y.},
  Title = {CellMiner: A Web-Based Suite of Genomic and Pharmacologic Tools to Explore Transcript and Drug Patterns in the NCI-60 Cell Line Set},
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  Year = {2012},
  DOI = {10.1158/0008-5472.can-12-1370}
}

@manual{enetLTS,
  title = {{enetLTS}: Robust and Sparse Methods for High Dimensional Linear and
Logistic Regression},
  author = {Kurnaz, F.S. and Hoffmann, I. and Filzmoser, P.},
  year = {2018},
  note = {R package version~0.1.0},
  url = {https://CRAN.R-project.org/package=enetLTS}
}

@manual{pense,
  title = {{pense}: Penalized Elastic Net {S/MM}-Estimator of Regression},
  author = {Kepplinger, D. and Salibián-Barrera, M. and Cohen Freue, G.},
  year = {2021},
  note = {R package version~2.1.0},
  url = {https://CRAN.R-project.org/package=pense}
}
