Controlling the Rate of GWAS False Discoveries
Brzyski, Damian, Peterson, Christine B, Sobczyk, Piotr, Candès, Emmanuel J, Bogdan, Malgorzata, Sabatti, Chiara
Published in Genetics (Austin) (01.01.2017)
Published in Genetics (Austin) (01.01.2017)
Get full text
Journal Article
Incorporation of spatial- and connectivity-based cortical brain region information in regularized regression: Application to Human Connectome Project data
Steiner, Aleksandra, Abbas, Kausar, Brzyski, Damian, Pączek, Kewin, Randolph, Timothy W., Goñi, Joaquín, Harezlak, Jaroslaw
Published in Frontiers in neuroscience (28.09.2022)
Published in Frontiers in neuroscience (28.09.2022)
Get full text
Journal Article
Group SLOPE - Adaptive Selection of Groups of Predictors
Brzyski, Damian, Gossmann, Alexej, Su, Weijie, Bogdan, Małgorzata
Published in Journal of the American Statistical Association (02.01.2019)
Published in Journal of the American Statistical Association (02.01.2019)
Get full text
Journal Article
Matrix-Variate Regression for Sparse, Low-Rank Estimation of Brain Connectivities Associated With a Clinical Outcome
Brzyski, Damian, Hu, Xixi, Goni, Joaquin, Ances, Beau, Randolph, Timothy W, Harezlak, Jaroslaw
Published in IEEE transactions on biomedical engineering (01.04.2024)
Published in IEEE transactions on biomedical engineering (01.04.2024)
Get full text
Journal Article
Sparse index clones via the sorted ℓ1-Norm
Kremer, Philipp J., Brzyski, Damian, Bogdan, Małgorzata, Paterlini, Sandra
Published in Quantitative finance (2022)
Published in Quantitative finance (2022)
Get full text
Journal Article
Group SLOPE - adaptive selection of groups of predictors1
Brzyski, Damian, Gossmann, Alexej, Su, Weijie, Bogdan, Małgorzata
Published in Journal of the American Statistical Association (06.08.2018)
Published in Journal of the American Statistical Association (06.08.2018)
Get full text
Journal Article
Sparse Index Clones via the sorted ℓ 1 - Norm
Kremer, Philipp J, Brzyski, Damian, Bogdan, Małgorzata, Paterlini, Sandra
Published in Quantitative finance (2022)
Published in Quantitative finance (2022)
Get full text
Journal Article
Connectivity‐informed adaptive regularization for generalized outcomes
Brzyski, Damian, Karas, Marta, M Ances, Beau, Dzemidzic, Mario, Goñi, Joaquín, W Randolph, Timothy, Harezlak, Jaroslaw
Published in Canadian journal of statistics (01.03.2021)
Published in Canadian journal of statistics (01.03.2021)
Get full text
Journal Article
A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control
Gossmann, Alexej, Cao, Shaolong, Brzyski, Damian, Zhao, Lan-Juan, Deng, Hong-Wen, Wang, Yu-Ping
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.07.2018)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.07.2018)
Get full text
Journal Article
Brain Connectivity-Informed Regularization Methods for Regression
Karas, Marta, Brzyski, Damian, Dzemidzic, Mario, Goñi, Joaquín, Kareken, David A., Randolph, Timothy W., Harezlak, Jaroslaw
Published in Statistics in biosciences (01.04.2019)
Published in Statistics in biosciences (01.04.2019)
Get full text
Journal Article
Machine Learning and Statistical Approaches to Measuring Similarity of Political Parties
Boratyn, Daria, Brzyski, Damian, Kosowska-Gąstoł, Beata, Rybicki, Jan, Słomczyński, Wojciech, Stolicki, Dariusz
Year of Publication 05.06.2023
Year of Publication 05.06.2023
Get full text
Journal Article
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis
Brzyski, Damian, Hu, Xixi, Goni, Joaquin, Ances, Beau, Randolph, Timothy W, Harezlak, Jaroslaw
Year of Publication 30.01.2020
Year of Publication 30.01.2020
Get full text
Journal Article
Group SLOPE - adaptive selection of groups of predictors
Brzyski, Damian, Gossmann, Alexej, Su, Weijie, Bogdan, Malgorzata
Published in arXiv.org (17.10.2016)
Get full text
Published in arXiv.org (17.10.2016)
Paper