Monia RANALLI

Professore associato


email: monia.ranalli@uniroma1.it
telefono: (+39) 06 49910433 (int. 20433)




Produzione scientifica

11573/1719573 - 2024 - Biclustering listeners and music genres using a composite likelihood-based approach
Martella, Francesca; Ranalli, Monia - 04d Abstract in atti di convegno
congresso: International Joint Conference CFE-CMStatistics (London)
libro: Book of abstracts of the 18th International Joint Conference CFE-CMStatistics - ()

11573/1719576 - 2024 - Biclustering of ordinal data through a composite likelihood approach.
Ranalli, Monia; Martella, Francesca - 04d Abstract in atti di convegno
congresso: 26th International Conference on Computational Statistics (Giessen, Germany)
libro: Book of abstracts of the 26th International Conference on Computational Statistics - (9789073592421)

11573/1718259 - 2024 - Clustering Ordinal Data Via Parsimonious Models
Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: SMPS2024 (Salzburg, Austria)
libro: Combining, Modelling and Analyzing Imprecision, Randomness and Dependence. - (9783031659928; 9783031659935)

11573/1718260 - 2024 - Mixture models for simultaneous classification and reduction of three-way data
Rocci, Roberto; Vichi, Maurizio; Ranalli, Monia - 01a Articolo in rivista
rivista: COMPUTATIONAL STATISTICS (Physica-Verlag GmBh & Company:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 487492, INTERNET: http://www.springer.de, Fax: 011 49 6221 487177) pp. - - issn: 0943-4062 - wos: WOS:001214771600001 (0) - scopus: 2-s2.0-85192203609 (0)

11573/1689683 - 2023 - Composite likelihood methods for parsimonious model-based clustering of mixed-type data
Ranalli, M; Rocci, R - 01a Articolo in rivista
rivista: ADVANCES IN DATA ANALYSIS AND CLASSIFICATION (Springer Berlin Heidelberg) pp. 1-27 - issn: 1862-5347 - wos: WOS:000965210700001 (2) - scopus: 2-s2.0-85152143768 (1)

11573/1689685 - 2023 - Model-based simultaneous classification and reduction for three - way ordinal data
Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: ClaDAG2023 (Salerno)
libro: ClaDAG2023: BOOK OF ABSTRACTS AND SHORT PAPERS - (9788891935632)

11573/1669394 - 2022 - Circulating irisin levels in functional hypothalamic amenorrhea: a new bone damage index? A pilot study
Notaristefano, Giovanna; Merola, Annamaria; Scarinci, Elisa; Ubaldi, Nicolò; Ranalli, Monia; Tropea, Anna; Diterlizzi, Alice; Fabozzi, Simone Michele; Alesiani, Ornella; Silvestrini, Andrea; Mordente, Alvaro; Capristo, Esmeralda; Lanzone, Antonio; Apa, Rosanna - 01a Articolo in rivista
rivista: ENDOCRINE (New York, Berlin: Springer Totowa, N.J. : Humana Press) pp. 168-176 - issn: 1559-0100 - wos: WOS:000782723900001 (5) - scopus: 2-s2.0-85128232591 (4)

11573/1618055 - 2021 - Health and development: evidence from non-OECD countries
Bucci, Alberto; Carbonari, Lorenzo; Ranalli, Monia; Trovato, Giovanni - 01a Articolo in rivista
rivista: APPLIED ECONOMICS (Abingdon, UK: Routledge -Taylor & Francis Group) pp. 6348-6375 - issn: 1466-4283 - wos: WOS:000678404300001 (5) - scopus: 2-s2.0-85111644687 (5)

11573/1618032 - 2021 - The role of IONM in reducing the occurrence of shoulder syndrome following lateral neck dissection for thyroid cancer
Polistena, A.; Ranalli, M.; Avenia, S.; Lucchini, R.; Sanguinetti, A.; Galasse, S.; Rondelli, F.; Vannucci, J.; Patrone, R.; Velotti, N.; Conzo, G.; Avenia, N. - 01a Articolo in rivista
rivista: JOURNAL OF CLINICAL MEDICINE (MDPI Publishing, Basel, Switzerland) pp. 1-13 - issn: 2077-0383 - wos: WOS:000699727600001 (3) - scopus: 2-s2.0-85115066986 (3)

11573/1603300 - 2021 - A Comparison Between Methods to Cluster Mixed-Type Data: Gaussian Mixtures Versus Gower Distance
Ranalli, M.; Rocci, R. - 02a Capitolo o Articolo
libro: Studies in Classification, Data Analysis, and Knowledge Organization - (978-3-030-69943-7; 978-3-030-69944-4)

11573/1603304 - 2021 - Mixture of factor analyzers for mixed-type data via a composite likelihood approach
Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: MBC2 2020 (Catania (virtuale), Italy)
libro: Models and Learning for Clustering and Classification - (9788855265393)

11573/1602385 - 2021 - Semi-constrained model-based clustering of mixed-type data using a composite likelihood approach
Rocci, Roberto; Ranalli, Monia - 04b Atto di convegno in volume
congresso: Cladag 2021 (Firenze)
libro: CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS : 13th Scientific Meeting of the Classification and Data Analysis Group Firenze, September 9-11, 2021 - (978-88-5518-340-6)

11573/1514197 - 2020 - Dimension reduction for longitudinal multivariate data by optimizing class separation of projected latent Markov models
Farcomeni, A.; Ranalli, M.; Viviani, S. - 01a Articolo in rivista
rivista: TEST (Springer verlag Berlin) pp. - - issn: 1133-0686 - wos: WOS:000552157900001 (6) - scopus: 2-s2.0-85088645832 (5)

11573/1349277 - 2020 - A model with space-varying regression coefficients for clustering multivariate spatial count data
Lagona, Francesco; Ranalli, Monia; Barbi, Elisabetta - 01a Articolo in rivista
rivista: BIOMETRICAL JOURNAL (Weinheim: Wiley-VCH, 1977-[2020] Berlin: Akad.-Verl., anfangs) pp. 1-20 - issn: 0323-3847 - wos: WOS:000527093400001 (1) - scopus: 2-s2.0-85083653133 (2)

11573/1347125 - 2020 - A CLASSICAL INVARIANCE APPROACH TO THE NORMAL MIXTURE PROBLEM
Ranalli, Monia; Lindsay, Bruce G.; Hunter, David R. - 01a Articolo in rivista
rivista: STATISTICA SINICA (Syracuse University:Department Qualitative Methods, School of Management:Syracuse, NY 13244:(315)443-1255, EMAIL: cchung@syr.edu, Fax: (315)443-5457) pp. 1-26 - issn: 1017-0405 - wos: WOS:000576053600005 (1) - scopus: 2-s2.0-85091925554 (0)

11573/1497415 - 2020 - Model-based approach to biclustering ordinal data
Ranalli, Monia; Martella, Francesca - 04b Atto di convegno in volume
congresso: 50th Scientific Meeting on the Italian Statistical Society (Pisa)
libro: Book of short Papers SIS 2020 - (9788891910776)

11573/1497499 - 2020 - Biclustering ordinal data through a model-based approach
Ranalli, Monia; Martella, Francesca - 04d Abstract in atti di convegno
congresso: 13th International Conference of the ERCIM WG on Computational and Methodological Statistics (Virtual conference)
libro: 13th International Conference of the ERCIM WG on Computational and Methodological Statistics - (978-9963-2227-9-7)

11573/1347483 - 2019 - A circular nonhomogeneous hidden Markov field for the spatial segmentation of wildfire occurrences
Ameijeiras-Alonso, Jose; Lagona, Francesco; Ranalli, Monia; Crujeiras, Rosa M. - 01a Articolo in rivista
rivista: ENVIRONMETRICS (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 1-14 - issn: 1180-4009 - wos: WOS:000461592800001 (6) - scopus: 2-s2.0-85045184677 (6)

11573/1347901 - 2019 - Autoregressive random effects models for circular longitudinal data using the embedding approach
Maruotti, Antonello; Ranalli, Monia - 04b Atto di convegno in volume
congresso: GRASPA 2019 Conference (Pescara)
libro: Proceedings of the GRASPA 2019 Conference Pescara, 15-16 July 2019 - (978-88-97413-34-9)

11573/1347970 - 2019 - COMPOSITE LIKELIHOOD INFERENCE FOR SIMULTANEOUS CLUSTERING AND DIMENSIONALITY REDUCTION OF MIXED-TYPE LONGITUDINAL DATA
Maruotti, Antonello; Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: CLADAG 2019 (Cassino)
libro: CLADAG 2019 - Book of short papers - (978-88-8317-108-6)

11573/1347531 - 2019 - Model-based clustering for noisy longitudinal circular data, with application to animal movement
Ranalli, M.; Maruotti, A. - 01a Articolo in rivista
rivista: ENVIRONMETRICS (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. e2572- - issn: 1180-4009 - wos: WOS:000518645900005 (4) - scopus: 2-s2.0-85066102831 (4)

11573/1348835 - 2019 - An overview on the URV model-based approach to cluster mixed-type data
Ranalli, M.; Rocci, R. - 02a Capitolo o Articolo
libro: Statistical Learning of Complex Data - (978-3-030-21139-4; 978-3-030-21140-0)

11573/1349497 - 2019 - New perspectives on likelihood-based inference for latent and observed Gaussian mixture models
Ranalli, Monia - 03a Saggio, Trattato Scientifico

11573/1347955 - 2019 - AN INDSCAL BASED MIXTURE MODEL TO CLUSTER MIXED-TYPE OF DATA
Rocci, Roberto; Ranalli, Monia - 04b Atto di convegno in volume
congresso: CLADAG 2019 (Cassino)
libro: CLADAG 2019 - Book of short papers - (978-88-8317-108-6)

11573/1348217 - 2018 - Hidden Markov random fields for the spatial segmentation of circular data
Ameijeiras-Alonso, Jose; Lagona, Francesco; Ranalli, Monia; Crujeiras, Rosa - 04d Abstract in atti di convegno
congresso: 11th International Conference of the ERCIM (Pisa)
libro: 11th International Conference of the ERCIM. Book of abstracts - (978-9963-2227-5-9)

11573/1347472 - 2018 - A multilevel hidden Markov model for space-time cylindrical data
Lagona, Francesco; Ranalli, Monia - 04b Atto di convegno in volume
congresso: SIS 2018 (Palermo)
libro: Book of short Papers SIS 2018 - (9788891910233)

11573/1347488 - 2018 - Segmentation of sea current fields by cylindrical hidden Markov models: a composite likelihood approach
Ranalli, M.; Lagona, Francesco; Picone, M.; Zambianchi, E. - 01a Articolo in rivista
rivista: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (Blackwell Publishing Limited:9600 Garsington Road, Oxford OX4 2DQ United Kingdom:011 44 1865 776868 , (781)388-8200, EMAIL: agentservices@oxon.blackwellpublishing.com, e-help@blackwellpublishers.co.uk, INTERNET: http://www.blackwellpublishing.com, Fax: 011 44 1865 714591) pp. 575-598 - issn: 0035-9254 - wos: WOS:000425638000003 (22) - scopus: 2-s2.0-85028808292 (26)

11573/1347172 - 2018 - Simultaneous clustering and dimensional reduction of mixed-type data
Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: Advances in Statistical Modelling of Ordinal Data ASMOD 2018 (Naples)
libro: ASMOD 2018: Proceedings of the International Conference on Advances in Statistical Modelling of Ordinal Data - (9788868870423)

11573/1348223 - 2018 - Simultaneous clustering and dimensional reduction of mixed-type data
Ranalli, Monia; Rocci, Roberto - 04d Abstract in atti di convegno
congresso: 11th International Conference of the ERCIM (Pisa)
libro: 11th International Conference of the ERCIM. Book of abstracts - (978-9963-2227-5-9)

11573/1347497 - 2017 - A Model-Based Approach to Simultaneous Clustering and Dimensional Reduction of Ordinal Data
Ranalli, M.; Rocci, R. - 01a Articolo in rivista
rivista: PSYCHOMETRIKA (Psychometric Society:Advan System, 171 Watson Road:Dover, NH 03820:(603)749-9102, EMAIL: nering@asme.com, 400341@umdd.umd.edu, INTERNET: http://www.asme.com, Fax: (603)749-6398) pp. 1007-1034 - issn: 0033-3123 - wos: WOS:000417616400006 (2) - scopus: 2-s2.0-85028826851 (4)

11573/1347501 - 2017 - Mixture models for mixed-type data through a composite likelihood approach
Ranalli, M.; Rocci, R. - 01a Articolo in rivista
rivista: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 87-102 - issn: 0167-9473 - wos: WOS:000397370200007 (8) - scopus: 2-s2.0-85010403102 (9)

11573/1347549 - 2017 - A Hidden Markov Approach To the Analysis of Cylindrical Space-time Series
Ranalli, Monia - 04d Abstract in atti di convegno
congresso: TIES - GRASPA 2017 on Climate and Environment (Bergamo)
libro: TIES - GRASPA 2017 on Climate and Environment - Book of Abstracts - ()

11573/1347883 - 2017 - Mixture models for simultaneous classification and reduction of three-way data
Rocci, Roberto; Vichi, Maurizio; Ranalli, Monia - 04b Atto di convegno in volume
congresso: CLADAG 2017 (Milano)
libro: CLADAG 2017 Book of Short Papers - (978-88-99459-71-0)

11573/1347509 - 2016 - Mixture models for ordinal data: a pairwise likelihood approach
Ranalli, M.; Rocci, R. - 01a Articolo in rivista
rivista: STATISTICS AND COMPUTING (Heidelberg : Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. 529-547 - issn: 0960-3174 - wos: WOS:000373347100035 (17) - scopus: 2-s2.0-84953360200 (20)

11573/1348103 - 2016 - Standard and novel model selection criteria in the pairwise likelihood estimation of a mixture model for ordinal data
Ranalli, M.; Rocci, R. - 02a Capitolo o Articolo
libro: Studies in Classification, Data Analysis, and Knowledge Organization - (978-3-030-21139-4; 978-3-030-21140-0)

11573/1347844 - 2016 - A classical invariance approach to the normal mixture problem
Ranalli, Monia; Lindsay, Bruce - 04d Abstract in atti di convegno
congresso: COMPSTAT 2016 (Oviedo)
libro: Book of Abstracts - COMPSTAT 2016 - ()

11573/1347523 - 2015 - Discussion on ”Analysis of Forensic DNA Mixtures with Artefact"
Farcomeni, Alessio; Marino Maria, Francesca; Ranalli, Monia - 01b Commento, Erratum, Replica e simili
rivista: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (Blackwell Publishing Limited:9600 Garsington Road, Oxford OX4 2DQ United Kingdom:011 44 1865 776868 , (781)388-8200, EMAIL: agentservices@oxon.blackwellpublishing.com, e-help@blackwellpublishers.co.uk, INTERNET: http://www.blackwellpublishing.com, Fax: 011 44 1865 714591) pp. - - issn: 0035-9254 - wos: WOS:000346496700001 (74) - scopus: 2-s2.0-84923224141 (97)

11573/1348156 - 2015 - Clustering Methods for Ordinal Data: A Comparison Between Standard and New Approaches
Ranalli, Monia; Rocci, Roberto - 02a Capitolo o Articolo
libro: Advances in Statistical Models for Data Analysis - (978-3-319-17376-4)

11573/1317537 - 2014 - Mixture models for mixed-type data through a pairwise likelihood approach
Ranalli, M; Rocci, R - 04d Abstract in atti di convegno
congresso: 7th International Conference of the ERCIM (Pisa)
libro: 7th International Conference of the ERCIM - (9788493782245)

11573/1347570 - 2014 - Simulated Likelihood for Heteroscedastic Gaussian Mixture Models
Ranalli, Monia; Lindsay, Bruce G. - 04d Abstract in atti di convegno
congresso: JSM 2014 (Boston)
libro: JSM 2014 Online Program - ()

11573/1347562 - 2013 - Mixture models for ordinal data: a pairwise likelihood approach
Ranalli, Monia; Rocci, Roberto - 04b Atto di convegno in volume
congresso: 9th Meeting of the Classification and Data Analysis Group (Modena)
libro: Cladag 2013. 9th Meeting of the Classification and Data Analysis Group. Book of Abstracts - (9788867871179)

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