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: 26
SLOPE—adaptive variable selection via convex optimization
M Bogdan, E Van Den Berg, C Sabatti, W Su, EJ Candès
The annals of applied statistics 9 (3), 1103, 2015
Mandates: US National Institutes of Health
False discoveries occur early on the lasso path
W Su, M Bogdan, E Candes
The Annals of statistics, 2133-2150, 2017
Mandates: US National Science Foundation
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
Controlling the rate of GWAS false discoveries
D Brzyski, CB Peterson, P Sobczyk, EJ Candès, M Bogdan, C Sabatti
Genetics 205 (1), 61-75, 2017
Mandates: US National Institutes of Health
Group slope–adaptive selection of groups of predictors
D Brzyski, A Gossmann, W Su, M Bogdan
Journal of the American Statistical Association 114 (525), 419-433, 2019
Mandates: US National Institutes of Health
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
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
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
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
Joint genotype‐and ancestry‐based genome‐wide association studies in admixed populations
P Szulc, M Bogdan, F Frommlet, H Tang
Genetic epidemiology 41 (6), 555-566, 2017
Mandates: US National Institutes of Health
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
The strong screening rule for SLOPE
J Larsson, M Bogdan, J Wallin
Advances in Neural Information Processing Systems 33, 14592-14603, 2020
Mandates: Swedish Research Council
Locating multiple interacting quantitative trait loci with the zero-inflated generalized Poisson regression
V Erhardt, M Bogdan, C Czado
Statistical applications in genetics and molecular biology 9 (1), 2010
Mandates: German Research Foundation
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
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 …
Fast saddle-point algorithm for generalized dantzig selector and fdr control with ordered L1-norm
S Lee, D Brzyski, M Bogdan
Artificial Intelligence and Statistics, 780-789, 2016
Mandates: German Research Foundation
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
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
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