Research menu
Jump to menu

Publications:  Dr Silvia Liverani

Liu X, Liverani S, Smith KJ, Yu K(2020). Modeling tails for collinear data with outliers in the English Longitudinal Study of Ageing: Quantile profile regression. Biometrical journal. Biometrische Zeitschrift vol. 62, (4) 916-931.
Bonaventura M, Ciotti V, Panzarasa P, Liverani S, Lacasa L, Latora V(2020). Predicting success in the worldwide start-up network. Scientific reports vol. 10, (1)
Liverani S, Leigh L, Hudson IL, Byles JE(2020). Clustering method for censored and collinear survival data. Computational Statistics
Ryan JM, Cameron MH, Liverani S, Smith KJ, O'connell N, Peterson MD, Anokye N, Victor C et al.(2019). Incidence of falls among adults with cerebral palsy: a cohort study using primary care data. Developmental Medicine & Child Neurology vol. 62, (4) 477-482.
Lavigne A, Freni Sterrantino A, Liverani S, Blangiardo M, de Hoogh K, Molitor J, Hansell A(2019). Associations between metal constituents of ambient particulate matter and mortality in England: an ecological study. BMJ open vol. 9, (12)
Huang R, Xu W, Wang Y, Liverani S, Stapleton AE (2019). Performance Comparison of Julia Distributed Implementations of Dirichlet Process Mixture Models. Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. 3350-3354.
Ryan JM, Peterson MD, Matthews A, Ryan N, Smith KJ, O'Connell NE, Liverani S, Anokye N et al.(2019). Noncommunicable disease among adults with cerebral palsy: A matched cohort study. Neurology vol. 93, (14) e1385-e1396.
O'Connell NE, Smith KJ, Peterson MD, Ryan N, Liverani S, Anokye N, Victor C, Ryan JM(2019). Incidence of osteoarthritis, osteoporosis and inflammatory musculoskeletal diseases in adults with cerebral palsy: A population-based cohort study. Bone vol. 125, 30-35.
Ryan JM, Peterson MD, Ryan N, Smith KJ, O'connell NE, Liverani S, Anokye N, Victor C et al.(2019). Mortality due to cardiovascular disease, respiratory disease, and cancer in adults with cerebral palsy. Dev Med Child Neurol vol. 61, (8) 924-928.
Smith KJ, Peterson MD, O'Connell NE, Victor C, Liverani S, Anokye N, Ryan JM(2019). Risk of Depression and Anxiety in Adults With Cerebral Palsy. JAMA neurology vol. 76, (3) 294-300.
Silberzahn R, Uhlmann EL, Martin DP, Anselmi P, Aust F, Awtrey E, Bahník Š, Bai F et al.(2018). Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results. Advances in Methods and Practices in Psychological Science vol. 1, (3) 337-356.
Huang R, Xu W, Liverani S, Hiltbrand D, Stapleton AE (2018). A case study of r performance analysis and optimization. ACM International Conference Proceeding Series.
Edwards KD, Takata N, Johansson M, Jurca M, Novák O, Hényková E, Liverani S, Kozarewa I et al.(2018). Circadian clock components control daily growth activities by modulating cytokinin levels and cell division-associated gene expression in Populus trees. Plant Cell Environ vol. 41, (6) 1468-1482.
Coker E, Liverani S, Su JG, Molitor J(2018). Multi-pollutant Modeling Through Examination of Susceptible Subpopulations Using Profile Regression. Current environmental health reports vol. 5, (1) 59-69.
Boulieri A, Liverani S, de Hoogh K, Blangiardo M(2017). A space–time multivariate Bayesian model to analyse road traffic accidents by severity. Journal of the Royal Statistical Society. Series A: Statistics in Society vol. 180, (1) 119-139.
Hirth M, Liverani S, Mahlow S, Bouget F-Y, Pohnert G, Sasso S(2017). Metabolic profiling identifies trehalose as an abundant and diurnally fluctuating metabolite in the microalga Ostreococcus tauri. Metabolomics : Official journal of the Metabolomic Society vol. 13, (6)
Ryan JM, Mahmoudi E, Hurvitz EA, Victor C, Smith KJ, Anokye N, Liverani S, Peterson MD (2016). THE PREVALENCE OF AGE-RELATED CHRONIC CONDITIONS IN ADULTS WITH CEREBRAL PALSY. GERONTOLOGIST. Conference: GERONTOLOGIST vol. 56, 420-421.
Liverani S, Smith JQ(2016). Bayesian selection of graphical regulatory models. International Journal of Approximate Reasoning vol. 77, 87-104.
Liverani S, Lavigne A, Blangiardo M(2016). Modelling collinear and spatially correlated data. Spatial and spatio-temporal epidemiology vol. 18, 63-73.
Mattei F, Liverani S, Guida F, Matrat M, Cenee S, Azizi L, Menvielle G, Sanchez M et al.(2016). Multidimensional analysis of the effect of occupational exposure to organic solvents on lung cancer risk: the ICARE study. OCCUPATIONAL AND ENVIRONMENTAL MEDICINE vol. 73, (6) 368-377.
Coker E, Liverani S, Ghosh JK, Jerrett M, Beckerman B, Li A, Ritz B, Molitor J(2016). Multi-pollutant exposure profiles associated with term low birth weight in Los Angeles County. Environment International vol. 91, 1-13.
Li A, Smith KJ, Liverani S (2016). The association of cardiometabolic functioning clusters with depressive symptoms in older adults: results from the English Longitudinal Study of Ageing. DIABETIC MEDICINE. vol. 33, 172-172.
Coker E, Ghosh J, Jerrett M, Gomez-Rubio V, Beckerman B, Cockburn M, Liverani S, Su J et al.(2015). Modeling spatial effects of PM<inf>2.5</inf> on term low birth weight in Los Angeles County. Environmental Research vol. 142, 354-364.
Hastie DI, Liverani S, Richardson S(2015). Sampling from Dirichlet process mixture models with unknown concentration parameter: mixing issues in large data implementations. Statistics and Computing vol. 25, (5) 1023-1037.
Pirani M, Best N, Blangiardo M, Liverani S, Atkinson RW, Fuller GW(2015). Analysing the health effects of simultaneous exposure to physical and chemical properties of airborne particles. Environment International vol. 79, 56-64.
Liverani S, Hastie DI, Azizi L, Papathomas M, Richardson S(2015). Premium: An R package for profile regression mixture models using dirichlet processes. Journal of Statistical Software vol. 64, (7) 1-30.
Molitor J, Brown IJ, Chan Q, Papathomas M, Liverani S, Molitor N, Richardson S, Van Horn L et al.(2014). Blood pressure differences associated with Optimal Macronutrient Intake Trial for Heart Health (OMNIHEART)-like diet compared with a typical American diet. Hypertension vol. 64, (6) 1198-1204.
Hastie DI, Liverani S, Azizi L, Richardson S, Stücker I(2013). A semi-parametric approach to estimate risk functions associated with multi-dimensional exposure profiles: Application to smoking and lung cancer. BMC Medical Research Methodology vol. 13, (1)
Akacha M, Fonseca TCO, Liverani S (2011). Data mining for longitudinal data with different treatments. Studies in Classification, Data Analysis, and Knowledge Organization. 409-416.
Liverani S, Petrucci A (2011). Spatial clustering of multivariate data using weighted MAX-SAT. Studies in Classification, Data Analysis, and Knowledge Organization. 239-246.
Liverani S, Cussens J, Smith JQ (2010). Searching a multivariate partition space using MAX-SAT. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 6160 LNBI, 240-253.
Monnier A, Liverani S, Bouvet R, Jesson B, Smith JQ, Mosser J, Corellou F, Bouget FY(2010). Orchestrated transcription of biological processes in the marine picoeukaryote Ostreococcus exposed to light/dark cycles. BMC Genomics vol. 11, (1)
Liverani S, Anderson PE, Edwards KD, Millar AJ, Smith JQ(2009). Efficient utility-based clustering over high dimensional partition spaces. Bayesian Analysis vol. 4, (3) 539-572.
Smith JQ, Anderson PE, Liverani S(2008). Separation measures and the geometry of bayes factor selection for classification. Journal of the Royal Statistical Society. Series B: Statistical Methodology vol. 70, (5) 957-980.
Liverani S, Papavasiliou A (2006). Entropy based adaptive particle filter. NSSPW - Nonlinear Statistical Signal Processing Workshop 2006.
Return to top