Dr Nicolò Margaritella
Lecturer in Statistics
Research areas
My research focuses on the development of new statistical methodology motivated by real problems, primarily within the areas of neuroscience and healthcare. I am particularly interested in the analysis of complex spatio-temporal data and large-scale inference problems within the Bayesian framework.
PhD supervision
- Hanyu Wang
Selected publications
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Open access
Suppression of host gene expression is associated with latent TB infection: a possible diagnostic biomarker
Nakiboneka, R., Margaritella, N., Nyirenda, T., Chaima, D., Walbaum, N., Musisi, E., Tionge, S., Msosa, T., Nliwasa, M., Msefula, C. L., Sloan, D. & Sabiiti, W., 7 Jul 2024, In: Scientific Reports. 14, 11 p., 15621.Research output: Contribution to journal › Article › peer-review
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Open access
Parameter clustering in Bayesian functional principal component analysis of neuroscientific data
Margaritella, N., Inácio, V. & King, R., 15 Jan 2021, In: Statistics in Medicine. 40, 1, p. 167-184 18 p.Research output: Contribution to journal › Article › peer-review
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Brain networks construction using Bayes FDR and average power function
Quatto, P., Margaritella, N., Costantini, I., Baglio, F., Garegnani, M., Nemni, R. & Pugnetti, L., 1 Mar 2020, In: Statistical Methods in Medical Research. 29, 3, p. 866-878 13 p.Research output: Contribution to journal › Article › peer-review
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Open access
Changing lifestyle of persons with multiple sclerosis: development, feasibility and preliminary results of a novel high-impact collaborative intervention in leisure environments
Mendozzi, L., Tovo, A., Grosso, C., Rovaris, M., Rossi, V., d'Arma, A., Garegnani, M., Margaritella, N., Barbarito, N., Meotti, M., Negri, L., Bowman, T., Grilli, S., Sinatra, M. & Pugnetti, L., 28 Mar 2018, In: International Journal of Physical Medicine & Rehabilitation. 6, 2, 12 p., 1000461.Research output: Contribution to journal › Article › peer-review
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Open access
Sympathetic skin response in multiple sclerosis: a meta-analysis of case-control studies
Margaritella, N., Mendozzi, L., Garegnani, M., Gilardi, E., Nemni, R. & Pugnetti, L., Jan 2018, In: Neurological Sciences. 39, 1, p. 45-52 8 p.Research output: Contribution to journal › Review article › peer-review
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ApoE and SNAP-25 polymorphisms predict the outcome of multidimensional stimulation therapy rehabilitation in Alzheimer's disease
Guerini, F. R., Farina, E., Costa, A. S., Baglio, F., Saibene, F. L., Margaritella, N., Calabrese, E., Zanzottera, M., Bolognesi, E., Nemni, R. & Clerici, M., 1 Oct 2016, In: Neurorehabilitation and Neural Repair. 30, 9, p. 883-93 11 p.Research output: Contribution to journal › Article › peer-review
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The EP-score to assess treatment efficacy in RRMS patients: a preliminary study
Margaritella, N., Mendozzi, L., Garegnani, M., Nemni, R., Gilardi, E. & Pugnetti, L., Jan 2015, In: The International Journal of Neuroscience. 125, 1, p. 38-42 5 p.Research output: Contribution to journal › Article › peer-review
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Open access
Relationship between herpes simplex virus-1-specific antibody titers and cortical brain damage in Alzheimer's disease and amnestic mild cognitive impairment
Mancuso, R., Baglio, F., Agostini, S., Cabinio, M., Laganà, M. M., Hernis, A., Margaritella, N., Guerini, F. R., Zanzottera, M., Nemni, R. & Clerici, M., 15 Oct 2014, In: Frontiers in Aging Neuroscience. 6, 8 p., 285.Research output: Contribution to journal › Article › peer-review
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The evoked potentials score improves the identification of benign MS without cognitive impairment
Margaritella, N., Mendozzi, L., Tronci, F., Colicino, E., Garegnani, M., Nemni, R., Gilardi, E. & Pugnetti, L., Oct 2013, In: European Journal of Neurology. 20, 10, p. 1423-1425 3 p.Research output: Contribution to journal › Article › peer-review
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Open access
Exploring the predictive value of the evoked potentials score in MS within an appropriate patient population: a hint for an early identification of benign MS?
Margaritella, N., Mendozzi, L., Garegnani, M., Nemni, R., Colicino, E., Gilardi, E. & Pugnetti, L., 22 Aug 2012, In: BMC Neurology. 12, 11 p., 80.Research output: Contribution to journal › Article › peer-review