Preprint
- Bo Y.-C. Ning, 2023, "Empirical Bayes large-scale multiple testing for high-dimensional sparse binary sequences"
87 pages, arXiv:2307.05943 [arXiv].
- Bo Y.-C. Ning and Ning Ning , 2023. "Spike and slab Bayesian sparse principal component analysis." arXiv:2102.00305.
[arXiv]
Publications
Statistical methodology and theory
- Bo Y.-C. Ning and Ismaël Castillo, 2023, "Bayesian multiscale analysis of the Cox model."
Accepted by Bernoulli, 84 pages [arXiv].
- Ryan Martin and Bo Ning, 2020. "Empirical priors and coverage of posterior credible sets in a
sparse normal mean model." Sankhyā A (Special issue in honor of J.K. Ghosh), 82(2):477-498.
[Link]
[arXiv]
- Bo Ning, Seonghyun Jeong, and Subhashis Ghosal, 2020, "Bayesian linear regression for multivariate responses
under group sparsity", Bernoulli, 26(3):2353-2382.
[Link]
[arXiv]
[Supplemental material]
- Bo Ning, Subhashis Ghosal and Jewell Thomas, 2019.
"Bayesian method for causal inference in spatially-correlated multivariate time series.", Bayesian Analysis, 14:1-28.
[Link]
[arXiv]
[Supplemental material]
[R code]
Data science
- Bo Ning, Alexander Wise, Jessi Cisewski-Kehe, Sarah Dodson-Robinson, and Debra Fischer, 2020,
"Identifying activity-sensitive spectral lines: A Bayesian variable selection approach."
The Astronomical Journal, 158(5):15pp.
[Link]
[R code]
- Shubham Kanodia, Angie Wolfgang, Gudmundur K. Stefansson, Bo Ning, and Suvrath Mahadevan, 2019,
"Mass-Radius relationship for M dwarf exoplanets: Comparing nonparametric and parametric methods."
The Astrophysical Journal, 882(1):14pp.
[Link]
[Python package]
- Bo Ning, Angie Wolfgang and Sujit Ghosh, 2018,
"Predicting exoplanet masses and radii: A nonparametric approach."
The Astrophysical Journal, 869(5):16pp.
[Link]
[arXiv]
[R code]
Software packages
- Shuyu Guo and Bo Y.-C. Ning, 2023. MUSS: Spike and slab variable selector under matrix uncertainty. [Link]
- Bo Y.-C. Ning}, 2021. VBsparsePCA: The variational Bayesian method for sparse PCA. [Link]
- Shubham Kanodia, Angie Wolfgang, Gudmundur K. Stefansson, Bo Ning, Suvrath Mahadevan, 2019. MRExo: Non-parametric mass-radius relationship for exoplanets. Astrophysics Source Code Library, record ascl:1912.020. [Link]