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. & Difeliceantonio, A. Task evoked monoamine release in the human amygdala encodes liking (2025+, submitted).
Ouyang, J., Hadj-Amar, B., & Cao, X., . Scalable Network-Driven Variable Selection in Bayesian Linear Regression (2025+, submitted).
Hadj-Amar, B., Bornstein, A., Guindani, M., & Vannucci, M., Discrete Autoregressive Switching Processes with Cumulative Shrinkage Priors for Graphical Modeling of Multivariate Time Series Data, Journal of Computational and Graphical Statistics, 2025, (in press).
Hadj-Amar, B., Krishnan, V., & Vannucci, M., Bayesian Covariate-Dependent Circadian Modeling of Rest-Activity Rhythms in Patients with Epilepsy 2025, Data Science in Science, 4 (1).
Batten, S.*, Hartle, A.*, Barbosa. L*, Hadj-Amar, B.*, Bang. D.*, ...,Vannucci, M., & Montague, R., Emotional Words Evoke Region and Valence-Specific Patterns of Concurrent Neuromodulator Release in Human Thalamus and Cortex, 2025, Cell Reports 44(1), 115162.
Hadj-Amar, B., Jewson, J. & Vannucci, M., Bayesian Sparse Vector Autoregressive Switching Models with Application to Human Gesture Phase Segmentation, Annals of Applied Statistics, 2024, 18(3), 2511-2531
Pluta, D*., Hadj-Amar, B.*, Li, M., Zhao, Y., Versace, F. & Vannucci, M., Improved Data Quality and Statistical Power of Trial-Level Event-Related Potentials with Bayesian Random-Shift Gaussian Processes, Nature Portoflio, Scientific Reports, 2024, 14, 8856.
Bang, D.*, Luo, Y.*, Barbosa, L*., Batten, S*., Hadj-Amar, B.*, Twomey, T., Melville, N., White, J., Torres, A., Celaya, X., Ramaiah, P., McClure, S.M., Brewer, G.A., Bina, R.W., Lohrenz, T., King-Casas, B., Chiu, P., Vannucci, M., Kishida, K., Witcher, M. and Montague, P.R, Noradrenaline tracks emotional modulation of attention in human amygdala. Current Biology, 2023, 33 (22) : 5003-5010.
Hadj-Amar, B., Jewson, J. & Fiecas, M., Bayesian Approximations to Hidden Semi-Markov Models for Telemetric Monitoring of Physical Activity, Bayesian Analysis, 2023, 18 (2) : 547-577.
Sacchi, N., Ciceri, F., Bonifazi, F., Algeri, M., Gallina, A., Pollichieni, S., Raggio, E., Hadj-Amar, B., Lombardini, L., Pupella, S., Liumbruno, G., and Cardillo, M. Availability of HLA-allele-matched unrelated donors and registry size: estimation from haplotype frequency in the Italian population, Journal of Human Immunology, 2021, 82 (10) : 758-766.
Hadj-Amar, B., Finkenstädt, B., Fiecas, M. & Huckstepp, R., Identifying the Recurrence of Sleep Apnea Using a Harmonic Hidden Markov Model, Annals of Applied Statistics, 2021, 15 (3) : 1171-1993.
Hadj-Amar, B., Bayesian Analysis of Nonstationary Periodic Time Series, Ph.D. Thesis, 2020.
Hadj-Amar, B., Finkenstädt, B., Fiecas, M., Levi, F. & Huckstepp, R., Bayesian Model Search for Nonstationary Periodic Time Series, Journal of the American Statistical Association, T&M, 2020, 115 (531) : 1320–1335.
* : joint first author