Hadj-Amar, B. & Jewson, J. Bayesian Variable Selection with the Quasi-Posterior (2026+, submitted).
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 (2026+, in submission).
Korley, J., Cho, S. E., Yue, Y., Hadj-Amar, B., Pramanik, S., & Ghosal, R. Exploring the Association between Daily Distributional Patterns of Physical Activity and Cognitive Impairment among Older Adults in NHATS Round 11. Alzheimer’s & Dementia, 2026+, (under review)
Sanim, M. A. I., Cho, S. E., Yue, Y., Koner, S., Hadj-Amar, B., Consagara, W., Cui, E., & Ghosal, R., Longitudinal Changes in Diurnal Physical Activity Trajectories among Older Adults: Evidence from NHATS Rounds 11–14. npj Aging, 2026+, (revised).
Hadj-Amar, B., Krishnan, V., & Vannucci, M. Frequency Selection in Bayesian Spectral Modeling of Time Series Data with Applications to Wearable Device Measurements Annals of Applied Statistics, 2026+, (accepted)
Ouyang, J., Hadj-Amar, B., & Cao, X., Scalable Network-Driven Variable Selection in Bayesian Linear Regression Statistical Papers. 2026 (accepted).
Culverhouse, J., Finnegan, O., Bowen, K., Nelakuditi, S., Ghosal, R., Radesky, J. S., Restino, M., White, J., Zhong, D., Hadj-Amar, B., Holmes, A., Kiely, K., Burkart, S., Adams, E. L., Weaver, R. G., Beets, M., & Armstrong, B. Not all screen time is sedentary: Evidence from aligned smartphone sensing and accelerometry data in adults. Journal of Activity, Sedentary and Sleep Behaviors. 2026 (accepted).
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. A transcriptional program associated with neurotransmission in the living human brain. 2026, Molecular Psychiatry.
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, 2026, 35 (2), 579-593.
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