Publications

Philippe Boileau, Ning Leng, Nima Hejazi, Mark van der Laan, Sandrine Dudoit (2024). A nonparametric framework for treatment effect modifier discovery in high dimensions. Journal of the Royal Statistical Society Series B: Statistical Methodology.

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James Duncan, Tiffany Tang, Corrine F. Elliott, Philippe Boileau, Bin Yu Leng (2024). simChef: High-quality data science simulations in R. Journal of Open Source Software.

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Philippe Boileau, Ning Leng, Sandrine Dudoit (2023). Guidance on individualized treatment rule estimation in high dimensions.

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Nima Hejazi, Philippe Boileau, Mark van der Laan, Alan Hubbard (2022). A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology. Statistican Methods in Medical Research.

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Philippe Boileau, Nima Hejazi, Mark van der Laan, Sandrine Dudoit (2022). Cross-validated loss-based covariance matrix estimator selection in high dimensions. arXiv.

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Philippe Boileau, Nina Ting Qi, Mark van der Laan, Sandrine Dudoit, Ning Leng (2022). A flexible approach for predictive biomarker discovery. Biostatistics.

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Anne K. Bozack, Philippe Boileau, Alan Hubbard, Fenna C. M. Sille, Catterina Ferreccio, Craig M. Steinmaus, Martyn T. Smith, Andres Cardenas (2022). The Impact of Prenatal and Early Life Arsenic Exposure on Epigenetic Age Acceleration Among Adults in Northern Chile. Environmental Epigenetics.

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Joseph O. Humtsoe, Hyun-Su Kim, Leilani Jones, James Cevallos, Philippe Boileau, Fengshen Kuo, Luc G. T. Morris, Patrick Ha (2022). Development and characterization of MYB-NFIB fusion expression in adenoid cystic carcinoma. Cancers.

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Jamaji C. Nwanaji-Enwerem, Philippe Boileau, Jonathan M. Galazka, Andres Cardenas (2022). In vitro relationships of galactic cosmic radiation and epigenetic clocks in human bronchial epithelial cells. Environmental and Molecular Mutagenesis.

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Nima Hejazi, Philippe Boileau, Mark van der Laan, Alan Hubbard (2022). A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology. arXiv.

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Philippe Boileau, Nima S. Hejazi, Brian Collica, Mark J. van der Laan, Sandrine Dudoit (2021). cvCovEst: Cross-validated covariance matrix estimator selection and evaluation in R. Journal of Open Source Software.

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Anne K. Bozack, Philippe Boileau, Linqing Wei, Alan Hubbard, Fenna C. M. Sille, Catterina Ferreccio, Johanna Acevedo, Lifang Hou, Vesna Ilievski, Craig M. Steinmaus, Martyn T. Smith, Ana Navas-Acien, Mary V. Gamble, Andres Cardenas (2021). Exposure to arsenic at different life-stages and DNA methylation meta-analysis in buccal cells and leukocytes. Environmental Health.

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Philippe Boileau, Nima S. Hejazi, Sandrine Dudoit (2020). Exploring High-Dimensional Biological Data with Sparse Contrastive Principal Component Analysis. Bioinformatics.

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Philippe Boileau, Nima Hejazi, Sandrine Dudoit (2020). scPCA: A toolbox for sparse contrastive principal component analysis in R. Journal of Open Source Software.

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