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Research

Publications: Dr Silvia Liverani

Hailu, Geremew, Liverani S, Abera, Beyene, Miheretu ( 2022 ) . Mapping and determinants of consumption of egg and/or flesh foods and zero vegetables or fruits among young children in SSA . Scientific Reports
Jing W, Papathomas M, Liverani S ( 2022 ) . Variance matrix priors for Dirichlet process mixture models with Gaussian kernels .
Schweinsberg M, Feldman M, Staub N, van den Akker OR, van Aert RCM, van Assen MALM, Liu Y, Althoff T et al. ( 2021 ) . Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis . Organizational Behavior and Human Decision Processes vol. 165 , 228 - 249 .
Gramatica M, Congdon P, Liverani S ( 2021 ) . Bayesian modelling for spatially misaligned health areal data: A multiple membership approach . Journal of the Royal Statistical Society: Series C (Applied Statistics) vol. 70 , ( 3 ) 645 - 666 .
Lavigne A, Freni-Sterrantino A, Fecht D, Liverani S, Blangiardo M, de Hoogh K, Molitor J, Hansell AL ( 2020 ) . A spatial joint analysis of metal constituents of ambient particulate matter and mortality in England . Environmental epidemiology (Philadelphia, Pa.) vol. 4 , ( 4 )
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 .
Liverani S, Leigh L, Hudson IL, Byles JE ( 2020 ) . Clustering method for censored and collinear survival data . Computational Statistics vol. 36 , ( 1 ) 35 - 60 .
Gramatica M, Congdon P, Liverani S ( 2020 ) . Bayesian modelling for spatially misaligned health areal data: a multiple membership approach .
Ricciardi F, Liverani S, Baio G ( 2020 ) . Dirichlet Process Mixture Models for Regression Discontinuity Designs .
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 )
Ali RL, Qureshi NA, Liverani S, Roney CH, Kim S, Lim PB, Tweedy JH, Cantwell CD et al. ( 2020 ) . Left Atrial Enhancement Correlates With Myocardial Conduction Velocity in Patients With Persistent Atrial Fibrillation . Frontiers in physiology vol. 11 ,
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 .
Bonaventura M, Ciotti V, Panzarasa P, Liverani S, Lacasa L, Latora V ( 2019 ) . Predicting success in the worldwide start-up network .
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 <i>Ostreococcus tauri</i> . 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 .
Liverani S, Lavigne A, Blangiardo M ( 2016 ) . Modelling collinear and spatially correlated data .
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 ) . Abstract P403: Blood Pressure Differences Associated With OMNIHEART-like Lower Sodium Compared With Typical American Higher Sodium Nutrient Profile: INTERMAP USA . Circulation vol. 129 , ( suppl_1 )
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 )
Hastie DI, Liverani S, Richardson S ( 2013 ) . Sampling from Dirichlet process mixture models with unknown concentration parameter: Mixing issues in large data implementations .
Liverani S, Hastie DI, Azizi L, Papathomas M, Richardson S ( 2013 ) . PReMiuM: An R Package for Profile Regression Mixture Models using Dirichlet Processes .
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 . 87 - 90 .
Liverani S, Papavasiliou A ( 2006 ) . The Fifty-Second IEEE Holm Conference on Electrical Contacts . Conference: Electrical Contacts - 2006. Proceedings of the 52nd IEEE Holm Conference on Electrical Contactsi - i .