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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.
10.1002/bimj.201900146
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62317
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)
10.1038/s41598-019-57209-w
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62223
Liverani S, Leigh L, Hudson IL, Byles JE(2020). Clustering method for censored and collinear survival data. Computational Statistics
10.1007/s00180-020-01000-3
https://qmro.qmul.ac.uk/xmlui/handle/123456789/65180
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.
10.1111/dmcn.14444
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62481
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)
10.1136/bmjopen-2019-030140
https://qmro.qmul.ac.uk/xmlui/handle/123456789/61986
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.
10.1109/BigData47090.2019.9005453
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.
10.1212/wnl.0000000000008199
https://qmro.qmul.ac.uk/xmlui/handle/123456789/57809
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.
10.1016/j.bone.2019.05.007
https://qmro.qmul.ac.uk/xmlui/handle/123456789/57602
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.
10.1111/dmcn.14176
https://qmro.qmul.ac.uk/xmlui/handle/123456789/55097
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.
10.1001/jamaneurol.2018.4147
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54954
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.
10.1177/2515245917747646
https://qmro.qmul.ac.uk/xmlui/handle/123456789/28423
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.
10.1145/3219104.3219156
https://qmro.qmul.ac.uk/xmlui/handle/123456789/44646
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.
10.1111/pce.13185
https://qmro.qmul.ac.uk/xmlui/handle/123456789/35823
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.
10.1007/s40572-018-0177-0
https://qmro.qmul.ac.uk/xmlui/handle/123456789/32963
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.
10.1111/rssa.12178
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)
10.1007/s11306-017-1203-1
https://qmro.qmul.ac.uk/xmlui/handle/123456789/28304
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.
10.1093/geront/gnw162.1677
Liverani S, Smith JQ(2016). Bayesian selection of graphical regulatory models. International Journal of Approximate Reasoning vol. 77, 87-104.
10.1016/j.ijar.2016.05.007
Liverani S, Lavigne A, Blangiardo M(2016). Modelling collinear and spatially correlated data. Spatial and spatio-temporal epidemiology vol. 18, 63-73.
10.1016/j.sste.2016.04.003
https://qmro.qmul.ac.uk/xmlui/handle/123456789/28306
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.
10.1136/oemed-2015-103177
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54819
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.
10.1016/j.envint.2016.02.011
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.
10.1016/j.envres.2015.06.044
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.
10.1007/s11222-014-9471-3
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54820
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.
10.1016/j.envint.2015.02.010
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.
10.18637/jss.v064.i07
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.
10.1161/HYPERTENSIONAHA.114.03799
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)
10.1186/1471-2288-13-129
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54825
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.
10.1007/978-3-642-11363-5_46
Liverani S, Petrucci A (2011). Spatial clustering of multivariate data using weighted MAX-SAT. Studies in Classification, Data Analysis, and Knowledge Organization. 239-246.
10.1007/978-3-642-11363-5_27
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.
10.1007/978-3-642-14571-1_18
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)
10.1186/1471-2164-11-192
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54826
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.
10.1214/09-BA420
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.
10.1111/j.1467-9868.2008.00664.x
Liverani S, Papavasiliou A (2006). Entropy based adaptive particle filter. NSSPW - Nonlinear Statistical Signal Processing Workshop 2006.
10.1109/NSSPW.2006.4378826
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