Research

@article{P90,

title = {A Bayesian Approach for Inference on Mixed Graphical Models},

author = {Mauro Florez and Anna Gottard and Carrie McAdams and Michele Guindani and Marina Vannucci},

url = {https://arxiv.org/abs/2505.15464},

year  = {2026},

date = {2026-01-01},

journal = {Bayesian Analysis},

note = {In press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{P91,

title = {Local Level Dynamic Random Partition Models for Changepoint Detection},

author = {Alice Giampino and Bernardo Nipoti and Marina Vannucci and Michele Guindani},

url = {https://projecteuclid.org/journalArticle/Download?urlId=10.1214%2F25-BA1560},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

journal = {Bayesian Analysis},

note = {In press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{P86,

title = {Semiparametric local variable selection under misspecification},

author = {David Rossell and A. K. Seong and I. Saez and Michele Guindani},

url = {https://doi.org/10.1093/biomet/asae068},

doi = {10.1093/biomet/asae068},

year  = {2025},

date = {2025-01-01},

journal = {Biometrika},

volume = {112},

number = {2},

pages = {asae068},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{P87,

title = {A Bayesian Time-Varying Psychophysiological Interaction Model},

author = {Brian Schetzsle and Jaylen Lee and Aaron M. Bornstein and Babak Shahbaba and Michele Guindani},

url = {https://doi.org/10.1080/26941899.2025.2519436},

doi = {10.1080/26941899.2025.2519436},

year  = {2025},

date = {2025-01-01},

journal = {Data Science in Science},

volume = {4},

number = {1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{P88,

title = {Bayesian Time-Varying Tensor Vector Autoregressive Models for Dynamic Effective Connectivity},

author = {Wei Zhang and Ivor Cribben and Sonia Petrone and Michele Guindani},

url = {https://doi.org/10.1214/25-BA1552},

doi = {10.1214/25-BA1552},

year  = {2025},

date = {2025-01-01},

journal = {Bayesian Analysis},

note = {Advance publication},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{P89,

title = {BISON: Bi-clustering of spatial omics data with feature selection},

author = {Bencong Zhu and Alberto Cassese and Marina Vannucci and Michele Guindani and Qiwei Li},

url = {https://doi.org/10.1093/bioinformatics/btaf495},

doi = {10.1093/bioinformatics/btaf495},

year  = {2025},

date = {2025-01-01},

journal = {Bioinformatics},

volume = {41},

number = {9},

pages = {btaf495},

keywords = {},

pubstate = {published},

tppubtype = {article}

}