Publications

  • D’Angelo L. and Denti F. (2024) A finite-infinite shared atoms nested model for the Bayesian analysis of large grouped data. Bayesian Analysis, 1–34. DOI: 10.1214/24-BA1458.
    Article - Citation

  • D’Angelo L. and Canale A. (2023) Efficient posterior sampling for Bayesian Poisson regression. Journal of Computational and Graphical Statistics, 32(3), 917–926. DOI: 10.1080/10618600.2022.2123337.
    Article - Citation

  • D’Angelo L., Canale A., Yu Z. and Guindani M. (2023) Bayesian nonparametric analysis for the detection of spikes in noisy calcium imaging data. Biometrics, 79(2), 1370–1382. DOI: 10.1111/biom.13626.
    Article - Citation

  • D’Angelo L. (2022) Bayesian modeling of calcium imaging data (PhD Thesis).
    Supervisor: Prof. Antonio Canale; Co-supervisor: Prof. Michele Guindani.
    Research Padua Archive - Full text - Citation

Software

  • D’Angelo L. and Denti F. (2023) “SANple: Fitting Shared Atoms Nested Models via Markov Chains Monte Carlo”, R package.
    CRAN - Github

  • Denti F. and D’Angelo L. (2023) “SANvi: Fitting Shared Atoms Nested Models via Variational Bayes”, R package.
    CRAN - Github

  • D’Angelo L. (2021) “bpr: Fitting Bayesian Poisson Regression”, R package.
    CRAN - Github