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Parzer R, Filzmoser P, Vana-Gür L (2024). “Sparse Data-Driven Random Projection in Regression for High-Dimensional Data.” Technical Report 2312.00130, arXiv.org E-Print Archive. doi:10.48550/arXiv.2312.00130.
Parzer R, Filzmoser P, Vana-Gür L (2024). “Data-Driven Random Projection and Screening for High-Dimensional Generalized Linear Models.” Technical Report 2410.00971, arXiv.org E-Print Archive. doi:10.48550/arXiv.2410.00971.
Vana-Gür L, Parzer R, Filzmoser P (2025). spareg: Sparse Projected Averaged Regression in R. R package version 1.0.0, https://CRAN.R-project.org/package=spareg.
Corresponding BibTeX entries:
@TechReport{,
title = {{Sparse Data-Driven Random Projection in Regression for
High-Dimensional Data}},
author = {Roman Parzer and Peter Filzmoser and Laura Vana-Gür},
institution = {arXiv.org E-Print Archive},
year = {2024},
number = {2312.00130},
doi = {10.48550/arXiv.2312.00130},
}
@TechReport{,
title = {Data-Driven Random Projection and Screening for
High-Dimensional Generalized Linear Models},
author = {Roman Parzer and Peter Filzmoser and Laura Vana-Gür},
institution = {arXiv.org E-Print Archive},
year = {2024},
number = {2410.00971},
doi = {10.48550/arXiv.2410.00971},
}
@Manual{,
title = {{spareg}: Sparse Projected Averaged Regression in {R}},
author = {Laura Vana-Gür and Roman Parzer and Peter Filzmoser},
year = {2025},
note = {{R} package version 1.0.0},
url = {https://CRAN.R-project.org/package=spareg},
}
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