Alexander Franks

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-9329-206X

University of California Santa Barbara

Publications

• Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Sensitivity to Unobserved Confounding in Studies with Factor-Structured Outcomes — Journal of the American Statistical Association 2024
• Estimating the effects of a California gun control program with multitask Gaussian processes — The Annals of Applied Statistics 2023
• Flexible Sensitivity Analysis for Observational Studies Without Observable Implications — Journal of the American Statistical Association 2020
• Shared Subspace Models for Multi-Group Covariance Estimation — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Refining cellular pathway models using an ensemble of heterogeneous data sources — The Annals of Applied Statistics 2018
• Characterizing the spatial structure of defensive skill in professional basketball — The Annals of Applied Statistics 2015
• Estimating a Structured Covariance Matrix From Multilab Measurements in High-Throughput Biology — Journal of the American Statistical Association 2015