Articles with public access mandates - Malgorzata BogdanLearn more
Recused: 2
On the sign recovery by least absolute shrinkage and selection operator, thresholded least absolute shrinkage and selection operator, and thresholded basis pursuit denoising
PJC Tardivel, M Bogdan
Scandinavian Journal of Statistics 49 (4), 1636-1668, 2022
Mandates: National Science Centre, Poland
Responsible authors: PJC Tardivel
Detection of epistatic effects with logic regression and a classical linear regression model
M Malina, K Ickstadt, H Schwender, M Posch, M Bogdan
Statistical Applications in Genetics and Molecular Biology 13 (1), 83-104, 2014
Mandates: German Research Foundation
Responsible authors: K Ickstadt
Available somewhere: 28
GRB Redshift Classifier to Follow up High-redshift GRBs Using Supervised Machine Learning
MG Dainotti, S Bhardwaj, C Cook, J Ange, N Lamichhane, M Bogdan, ...
The Astrophysical Journal Supplement Series 277 (1), 31, 2025
Mandates: European Commission, National Science Centre, Poland
Relative quantification of proteins and post-translational modifications in proteomic experiments with shared peptides: a weight-based approach
M Staniak, T Huang, AM Figueroa-Navedo, D Kohler, M Choi, T Hinkle, ...
Bioinformatics, btaf046, 2025
Mandates: National Science Centre, Poland
Gamma-ray bursts as distance indicators by a statistical learning approach
MG Dainotti, A Narendra, A Pollo, V Petrosian, M Bogdan, K Iwasaki, ...
The Astrophysical Journal Letters 967 (2), L30, 2024
Mandates: National Science Centre, Poland, Polish National Agency for Academic Exchange
Inferring the redshift of more than 150 GRBs with a machine-learning ensemble model
MG Dainotti, E Taira, E Wang, E Lehman, A Narendra, A Pollo, ...
The Astrophysical Journal Supplement Series 271 (1), 22, 2024
Mandates: US Department of Energy, National Science Centre, Poland
Fermi LAT AGN classification using supervised machine learning
N Cooper, MG Dainotti, A Narendra, I Liodakis, M Bogdan
Monthly Notices of the Royal Astronomical Society 525 (2), 1731-1745, 2023
Mandates: Polish National Agency for Academic Exchange
Reducing the uncertainty on the Hubble constant up to 35% with an improved statistical analysis: different best-fit likelihoods for type Ia supernovae, baryon acoustic …
MG Dainotti, G Bargiacchi, M Bogdan, AL Lenart, K Iwasaki, ...
The Astrophysical Journal 951 (1), 63, 2023
Mandates: European Commission, Government of Italy
A power analysis for model-X knockoffs with -regularized statistics
A Weinstein, WJ Su, M Bogdan, R Foygel Barber, EJ Candès
The Annals of Statistics 51 (3), 1005-1029, 2023
Mandates: US National Science Foundation, US Department of Defense, National Science …
Selecting predictive biomarkers from genomic data
F Frommlet, P Szulc, F König, M Bogdan
Plos one 17 (6), e0269369, 2022
Mandates: National Science Centre, Poland
Predicting the redshift of gamma-ray loud agns using supervised machine learning. ii
A Narendra, SJ Gibson, MG Dainotti, M Bogdan, A Pollo, I Liodakis, ...
The Astrophysical Journal Supplement Series 259 (2), 55, 2022
Mandates: National Science Centre, Poland
Sparse graphical modelling via the sorted ℓ 1-norm
R Riccobello, M Bogdan, G Bonaccolto, PJ Kremer, S Paterlini, P Sobczyk
arXiv preprint arXiv:2204.10403, 2022
Mandates: Swedish Research Council
Using multivariate imputation by chained equations to predict redshifts of active galactic nuclei
SJ Gibson, A Narendra, MG Dainotti, M Bogdan, A Pollo, A Poliszczuk, ...
Frontiers in Astronomy and Space Sciences 9, 836215, 2022
Mandates: National Science Centre, Poland
Sparse index clones via the sorted ℓ1-Norm
PJ Kremer, D Brzyski, M Bogdan, S Paterlini
Quantitative finance 22 (2), 349-366, 2022
Mandates: US National Institutes of Health, National Science Centre, Poland
On the evolution of the Hubble constant with the SNe Ia pantheon sample and baryon acoustic oscillations: a feasibility study for GRB-cosmology in 2030
MG Dainotti, B De Simone, T Schiavone, G Montani, E Rinaldi, ...
Galaxies 10 (1), 24, 2022
Mandates: Government of Italy
Adaptive Bayesian SLOPE: model selection with incomplete data
W Jiang, M Bogdan, J Josse, S Majewski, B Miasojedow, V Ročková, ...
Journal of Computational and Graphical Statistics 31 (1), 113-137, 2022
Mandates: Swedish Research Council, National Science Centre, Poland
Identifying Important Predictors in Large Data Bases− Multiple Testing and Model Selection
M Bogdan, F Frommlet
Handbook of multiple comparisons, 139-182, 2021
Mandates: National Science Centre, Poland
Predicting the redshift of γ-ray-loud AGNs using supervised machine learning
MG Dainotti, M Bogdan, A Narendra, SJ Gibson, B Miasojedow, I Liodakis, ...
The Astrophysical Journal 920 (2), 118, 2021
Mandates: National Science Centre, Poland
Ghost QTL and hotspots in experimental crosses: novel approach for modeling polygenic effects
J Wallin, M Bogdan, PA Szulc, RW Doerge, DO Siegmund
Genetics 217 (3), iyaa041, 2021
Mandates: Swedish Research Council, National Science Centre, Poland
A power analysis for knockoffs with the lasso coefficient-difference statistic
A Weinstein, WJ Su, M Bogdan, RF Barber, EJ Candes
arXiv preprint arXiv:2007.15346 2 (7), 1-22, 2020
Mandates: US National Science Foundation, US Department of Defense
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