Pinned Repositories
uniCATE
Univariate conditional average treatment effect estimation for predictive biomarker discovery
unihtee
Tools for uncovering treatment effect modifiers in high-dimensional data.
ACIC-2022_ndeconf-poster
Poster and Abstract for "Identifying Direct Causal Effects Under Unmeasured Confounding" Presented at ACIC 2022
cvCovEst
An R package for assumption-lean covariance matrix estimation in high dimensions
EHDBDscPCA
Exploring High-Dimensional Biological Data with Sparse Contrastive Principal Component Analysis
neatmaps
Heatmaps for Multiple Network Data
pub_guidance-on-ITR-estimation-in-HD
Code for "Guidance on Individualized Treatment Rule Estimation in High Dimensions" by Boileau et al.
pub_temvip-framework
Code for reproducing results in "A nonparametric framework for treatment effect modifier discovery in high dimensions"
pub_uniCATE
Code for "A Flexible Approach for Predictive Biomarker Discovery"
scPCA
A toolbox for sparse contrastive principal component analysis
PhilBoileau's Repositories
PhilBoileau/cvCovEst
An R package for assumption-lean covariance matrix estimation in high dimensions
PhilBoileau/scPCA
A toolbox for sparse contrastive principal component analysis
PhilBoileau/EHDBDscPCA
Exploring High-Dimensional Biological Data with Sparse Contrastive Principal Component Analysis
PhilBoileau/pub_uniCATE
Code for "A Flexible Approach for Predictive Biomarker Discovery"
PhilBoileau/neatmaps
Heatmaps for Multiple Network Data
PhilBoileau/ACIC-2022_ndeconf-poster
Poster and Abstract for "Identifying Direct Causal Effects Under Unmeasured Confounding" Presented at ACIC 2022
PhilBoileau/ACIC-2022_uniCATE-poster
Abstract and Poster for "A Flexible Approach for Predictive Biomarker Discovery" Presented at ACIC 2022
PhilBoileau/ACIC-2023_unihtee
ACIC 2023 Presentation: A Nonparametric Framework for Treatment Effect Modifier Discovery in High Dimensions
PhilBoileau/pub_cvCovEst
Code for "Cross-Validated Loss-Based Covariance Matrix Estimator Selection in High Dimensions"
PhilBoileau/pub_guidance-on-ITR-estimation-in-HD
Code for "Guidance on Individualized Treatment Rule Estimation in High Dimensions" by Boileau et al.
PhilBoileau/pub_temvip-framework
Code for reproducing results in "A nonparametric framework for treatment effect modifier discovery in high dimensions"
PhilBoileau/scPCA-presentation-bioc2020
Bioc2020 Contributed Talk on scPCA
PhilBoileau/SDSS-2022_unicate-talk
Abstract and Slides for "A Flexible Approach for Predictive Biomarker Discovery" Presented at SDSS 2022
PhilBoileau/simChef-case-study
Using simChef R package to recreate the simulation study of "A flexible approach to predictive biomarker discovery" by Boileau et al.
PhilBoileau/stats-2021-canada-presentation
Slidedeck for Statistics 2021 Canada Presentation
PhilBoileau/UCB-CCB-retreat-2022-talk
Flexible Predictive Biomarker Discovery, UC Berkeley Center For Computational Biology Retreat 2022
PhilBoileau/UCB-poster-template
A UC Berkeley-themed LaTeX poster template relying on the tikzposter package.