Select Publications

Book Chapters

Grazian C; Rousseau J; Lee K, 2019, 'Bayesian mixture models: theory and method', in Frühwirth-Schnatter S; Celeux G; Robert C (ed.), Handbook of Mixture Analysis, CRC-Press

Grazian C; Drovandi C; Mengersen K; Robert C, 2018, 'Approximating the Likelihood in Approximate Bayesian Computation', in Sisson S; Fan Y; Beaumont M (ed.), Handbook of Approximate Bayesian Computation

Journal articles

Fowler PW; Cruz ALG; Hoosdally SJ; Jarrett L; Borroni E; Chiacchiaretta M; Rathod P; Lehmann S; Molodtsov N; Grazian C, 2019, 'Corrigendum: Automated detection of bacterial growth on 96- well plates for high-throughput drug susceptibility testing of mycobacterium tuberculosis (Microbiology, (2018) 164, (1522–1530), 10.1099/mi', Microbiology (United Kingdom), vol. 165, pp. 585 - 585, http://dx.doi.org/10.1099/mic.0.000795

Banterle M; Grazian C; Lee A; P. Robert C, 2019, 'Accelerating Metropolis-Hastings algorithms by Delayed Acceptance', Foundations of Data Science, vol. 1, pp. 103 - 128, http://dx.doi.org/10.3934/fods.2019005

Grazian C; Leisen F; Liseo B, 2019, 'Modelling preference data with the Wallenius distribution', Journal of the Royal Statistical Society. Series A: Statistics in Society, vol. 182, pp. 541 - 558, http://dx.doi.org/10.1111/rssa.12415

Kouchaki S; Yang Y; Walker TM; Walker AS; Wilson DJ; Peto TE A; Crook DW; Clifton DA; CRyPTIC consortium, 2018, 'Application of machine learning techniques to tuberculosis drug resistance analysis.', Bioinformatics, http://dx.doi.org/10.1093/bioinformatics/bty949

Rancoita PM V; Cugnata F; Gibertoni Cruz AL; Borroni E; Hoosdally S; Walker T; Grazian C; Davies T; Peto TE A; Crook D; Fowler P; Cirillo DM; the CRyPTIC Consortium, 2018, 'Validating a 14-drug microtitre plate containing bedaquiline and delamanid for large-scale research susceptibility testing of Mycobacterium tuberculosis', , http://dx.doi.org/10.1101/244731

Fowler PW; Gibertoni Cruz AL; Hoosdally SJ; Jarrett L; Borroni E; Chiacchiaretta M; Rathod P; Lehmann S; Molodtsov N; Walker TM; Robinson E; Hoffmann H; Peto TE A; Cirillo DM; Smith GE; Crook DW, 2018, 'Automated detection of bacterial growth on 96-well plates for high-throughput drug susceptibility testing of Mycobacterium tuberculosis.', Microbiology, vol. 164, pp. 1522 - 1530, http://dx.doi.org/10.1099/mic.0.000733

Grazian C; Robert CP, 2018, 'Jeffreys priors for mixture estimation: Properties and alternatives', Computational Statistics and Data Analysis, vol. 121, pp. 149 - 163, http://dx.doi.org/10.1016/j.csda.2017.12.005

Rancoita PM V; Cugnata F; Gibertoni Cruz AL; Borroni E; Hoosdally SJ; Walker TM; Grazian C; Davies TJ; Peto TE A; Crook DW; Fowler PW; Cirillo DM, 2018, 'Validating a 14-drug microtiter plate containing bedaquiline and delamanid for large-scale research susceptibility testing of mycobacterium tuberculosis', Antimicrobial Agents and Chemotherapy, vol. 62, http://dx.doi.org/10.1128/AAC.00344-18

Grazian C; Liseo B, 2017, 'Approximate Bayesian inference in semiparametric copula models', Bayesian Analysis, vol. 12, pp. 991 - 1016, http://dx.doi.org/10.1214/17-BA1080

Grazian C; Liseo B, 2015, 'Approximate Bayesian Computation for Copula Estimation', Statistica, vol. LXXV, pp. 19 - 35, http://dx.doi.org/10.6092/issn.1973-2201/5827

Grazian C; Liseo B, 2015, 'APPROXIMATE BAYESIAN COMPUTATION FOR COPULA ESTIMATION', STATISTICA, vol. 75, pp. 111 - 127, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000376393000009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Grazian C; Liseo B, 2015, 'Approximate integrated likelihood via ABC methods', Statistics and its Interface, vol. 8, pp. 161 - 171, http://dx.doi.org/10.4310/SII.2015.v8.n2.a4

Grazian C; Masiani I; Robert CP, 2015, 'Comment on article by dawid and musio', Bayesian Analysis, vol. 10, pp. 511 - 515, http://dx.doi.org/10.1214/15-BA942C

Conference Papers

Grazian C; Mastrantonio G; Bibbona E, 2018, 'Introducing spatio-temporal dependence in clustering: from a parametric to a nonparametric approach', in Abruzzo A; Brentari E; Chiodi M; Piacentino D (eds.), XLIX Scientific Meeting of the Italian Statistical Society, Palermo, presented at XLIX Scientific Meeting of the Italian Statistical Society, Palermo, 20 - 22 June 2018

Grazian C; Liseo B, 2017, 'Approximate Bayesian methods for multivariate and conditional copulae', in Advances in Intelligent Systems and Computing, pp. 261 - 268, http://dx.doi.org/10.1007/978-3-319-42972-4_33

Grazian C, 2016, 'Classical inference for intractable likelihoods', XLVIII Scientific Meeting of the Italian Statistical Society, Salerno, presented at XLVIII Scientific Meeting of the Italian Statistical Society, Salerno, 08 - 10 June 2016

Grazian C; Robert CP, 2015, 'Jeffreys’ priors for mixture estimation', in Springer Proceedings in Mathematics and Statistics, pp. 37 - 48, http://dx.doi.org/10.1007/978-3-319-16238-6_4

Grazian C; Robert C, 2014, 'Jeffreys priors for mixture models', in Proceedings of the XLVII Scientific Meeting of the Italian Statistical Society, XLVII Scientific Meeting of the Italian Statistical Society, Cagliari, presented at XLVII Scientific Meeting of the Italian Statistical Society, Cagliari, 10 - 14 June 2014

Grazian C, 2014, 'Approximate Bayesian computation for the elimination of nuisance parameters', in Springer Proceedings in Mathematics and Statistics, pp. 67 - 71, http://dx.doi.org/10.1007/978-3-319-02084-6__13

Grazian C, 2013, 'Approximate Bayesian computation and applications', in Proceedings of S.Co. 2013, 9-11 September 2013, Milano, Italy., S.Co. 2013, Milan, presented at S.Co. 2013, Milan, 09 - 13 September 2013


Back to profile page