| Exploring high-dimensional biological data with sparse contrastive principal component analysis P Boileau, NS Hejazi, S Dudoit Bioinformatics 36 (11), 3422-3430, 2020 | 45 | 2020 |
| Exposure to arsenic at different life-stages and DNA methylation meta-analysis in buccal cells and leukocytes AK Bozack, P Boileau, L Wei, AE Hubbard, FCM Sillé, C Ferreccio, ... Environmental Health 20, 1-18, 2021 | 22 | 2021 |
| Development and characterization of MYB-NFIB fusion expression in adenoid cystic carcinoma JO Humtsoe, HS Kim, L Jones, J Cevallos, P Boileau, F Kuo, LGT Morris, ... Cancers 14 (9), 2263, 2022 | 13 | 2022 |
| The impact of prenatal and early-life arsenic exposure on epigenetic age acceleration among adults in Northern Chile AK Bozack, P Boileau, AE Hubbard, FCM Sillé, C Ferreccio, ... Environmental Epigenetics 8 (1), dvac014, 2022 | 12 | 2022 |
| A flexible approach for predictive biomarker discovery P Boileau, NT Qi, MJ van der Laan, S Dudoit, N Leng Biostatistics, 2022 | 9 | 2022 |
| cvCovEst: Cross-validated covariance matrix estimator selection and evaluation in R P Boileau, NS Hejazi, B Collica, MJ van der Laan, S Dudoit Journal of Open Source Software 6 (63), 3273, 2021 | 8* | 2021 |
| Cross-validated loss-based covariance matrix estimator selection in high dimensions P Boileau, NS Hejazi, MJ van der Laan, S Dudoit Journal of Computational and Graphical Statistics, 1-28, 2022 | 6 | 2022 |
| A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology NS Hejazi, P Boileau, MJ van der Laan, AE Hubbard Statistical Methods in Medical Research, 09622802221146313, 2022 | 6 | 2022 |
| A nonparametric framework for treatment effect modifier discovery in high dimensions P Boileau, N Leng, NS Hejazi, M van der Laan, S Dudoit Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024 | 4 | 2024 |
| In vitro relationships of galactic cosmic radiation and epigenetic clocks in human bronchial epithelial cells JC Nwanaji‐Enwerem, P Boileau, JM Galazka, A Cardenas Environmental and molecular mutagenesis 63 (4), 184-189, 2022 | 3 | 2022 |
| simChef: High-quality data science simulations in R J Duncan, T Tang, CF Elliott, P Boileau, B Yu Journal of Open Source Software 9 (95), 6156, 2024 | 2 | 2024 |
| Heatmaps and consensus clustering for ego network exploration P Boileau, L Kakinami, T Barnett, M Henderson, L Popovic F1000Research 11, 771, 2022 | 1 | 2022 |
| Guidance on Individualized Treatment Rule Estimation in High Dimensions P Boileau, N Leng, S Dudoit arXiv preprint arXiv:2306.16402, 2023 | | 2023 |
| Nonparametric Methods for High-Dimensional Data Analysis PA Boileau University of California, Berkeley, 2023 | | 2023 |
| scPCA: A toolbox for sparse contrastive principal component analysis inR P Boileau, NS Hejazi, S Dudoit Journal of Open Source Software 5 (46), 2079, 2020 | | 2020 |
Sandrine DudoitDivision of Biostatistics and Department of Statistics, University of California, BerkeleyBestätigte E-Mail-Adresse bei stat.berkeley.edu