Publications

See Dr. Vannucci’s Google Scholar for full list of published/accepted papers.

Submitted/Revised

Vaughn, K.A., Guttentag, C., Zucker, T., Vannucci, M., Berlanga, A., Tobon, D., Valles, G., Izaguirre, K., Herrera, E. and DeMaster, D. (2025). Bilingual Exposure Does Not Delay Language Development in Preterm Toddlers: Findings from 24-30 Months. Journal of Developmental and Behavioral Pediatrics, submitted.

– Rose Graves, Daniel R. Kowal and Marina Vannucci (2025). Bayesian Multivariate Rank Regression Models for the Analysis of Sports Data. In submission.

Batten, S., Hadj-Amar, B., Ahrens, M.L., Oster, M.E., Hartle, A., Barbosa, L.S., Lohrenz, T., White, J.P., Witcher, M.R., Vannucci, M., Montague, R., Howe, M. and DiFeliceantonio, A. (2025). Task-evoked monoamine release in the human amygdala tracks liking and disliking. In submission.

– Fu, J., Kundu, S. and Vannucci, M. (2025). Bayesian Brain Network Mediation Analysis of Longitudinal Alzheimer’s Disease Data. In submission.

Dai, X., Gottard, A., Guindani, M. and Vannucci, M. (2025). Bayesian Multi-Group Functional Factor Models with Parameter-Expanded Cumulative Shrinkage Priors. Statistical Methods and Applications, submitted.

Focardi-Olmi, L., Gottard, A., Guindani, M. and Vannucci, M. (2025). Bayesian Controlled FDR Variable Selection via Knockoffs. Bayesian Analysis, under revision.

Ricci, F.Z., Sudderth, E.B., Lee, J., Peters, M.A.K., Vannucci, M. and Guindani, M. (2024). Bayesian Temporal Biclustering with Applications to Multi-Subject Neuroscience Studies. Annals of Applied Statistics, under revision.

Lyu, R., Vannucci, M. and Kundu, S. (2024). Bayesian Scalar-on-Tensor Quantile Regression for Longitudinal Data on Alzheimer’s Disease. Annals of Applied Statistics, under revision.

Charney, A.W., Liharska, L.E., Vornholt, E., Valentine, A., Lund, A., Hashemi, A., Thompson, R.C., Lohrenz , T., Johnson, J.S., Bussola, N., Cheng, E., Park, Y.J., Qasim, S., Aristel, A., Wilkins, L., Ziafat, K., Silk, H., Linares, L.M., Sullivan, B., Feng, C., Batten, S.R., Bang, D., Barbosa, L.S., Twomey, T., White, J.P., Vannucci, M., Hadj-Amar, B., Moya, E., Figee, M., Nadkarni, G.N., Breen, M.S., Kishida, K., Scarpa, J., Schadt, E.E., Saez, I., Montague, P.R., Beckmann, N.D. and Kopell, B.H. (2024). A transcriptional program associated with neurotransmission in the living human brain. Molecular Psychiatry, accepted.

 

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