Silvia BACCI

Ruolo attuale:: Professore Associato
SSD:: SECS-S/01 - Statistica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

	0552751500
	silvia.bacci(AT)unifi.it

Ulteriori Recapiti

	Dipartimento di Statistica, Viale Morgagni 59, stanza 7 (I piano)
	0552751571
	silvia.bacci(AT)unifi.it

Silvia BACCI

Orario di ricevimento (aggiornato al 10/03/2020)

Lunedì e venerdì ore 10.00-11.00 presso il Dipartimento di Statistica, Informatica, Applicazioni "Giuseppe Parenti" in Viale Morgagni, 59 (primo piano, stanza 7), durante il periodo di svolgimento delle lezioni

oppure

su appuntamento scrivendo a: silvia.bacci@unifi.it

Silvia BACCI

Biografia

Posizione professionale

. Dal 1 aprile 2020: Professore associato per il settore SECS-S/01 (Statistica)

. Dal 1 ottobre 2009 al 31 marzo 2020: Ricercatore universitario a tempo indeterminato per il settore SECS-S/01 (Statistica)

. Dal 12 novembre 2020: Abilitata a ricoprire il ruolo di Professore Universitario di I fascia per il settore concorsuale 13-D1 (Statistica)

. Dal 13 novembre 2020: Abilitata a ricoprire il ruolo di Professore Universitario di I fascia per il settore concorsuale 13-D3 (Demografia e Statistica sociale)

Titoli di studio

. marzo 2007: Titolo di Dottore di Ricerca in Statistica Applicata

. aprile 2002: Laurea in Economia Aziendale (110/110 e lode)

. a.s. 1996-1997: Diploma di maturità scientifica (60/60)

Affiliazione a società scientifiche

Socia ordinaria della Società Italiana di Statistica - SIS (dall'anno 2012)

Socia ordinaria della Psychometric Society (dall'anno 2021)

Socia ordinaria della Applied Statistical Association (ASA)

Silvia BACCI

Curriculum

Affiliazione a società scientifiche:

Dal 2021

Socia ordinaria della Psychometric Society

Socia della Associazione per la Statistica Applicata

Dal 2012

Socia ordinaria della Società Italiana di Statistica (SIS)

Pubblicazioni:

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Monografie

- Bacci S., Chiandotto B. (2019), Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis, Chapman & Hall, CRC Press, Boca Raton (FL), ISBN: 9781138083561.

Book Review: Calderazzo, S. (2020), Biometrical Journal, book review, DOI: 10.1002/bimj.202000229;

- Bartolucci F., Bacci S., Gnaldi M. (2016), Statistical analysis of questionnaires: a unified approach based on R and Stata. Chapman & Hall, CRC Press, Boca Raton (FL), ISBN: 9781466568495.

Book reviews: 1) Lalanne, C. (2017), Journal of Statistical Software, vol. 82, book review 1; 2) Khojasteh, J. (2019), Structural Equation Modeling: a Multidisciplinary Journal, vol. 26, 986–987.

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Articoli su riviste internazionali con IF

- Gnaldi M., Bacci S., Kunze T., Greiff S. (2020), Students’ Complex Problem Solving Profiles, Psychometrika, 85, 469–501, DOI: 10.1007/s11336-020-09709-2

- Bertaccini B., Bacci S., Petrucci A. (2020), A graduates’ satisfaction index for the evaluation of the university overall quality, Socio-Economic Planning Sciences, DOI: 10.1016/j.seps.2020.100875.

- Bacci S., Bertaccini B. (2020), Assessment of the university reputation through the analysis of the student mobility, Social Indicators Research, DOI: 10.1007/s11205-020-02322-x.

- Bacci S., Bertaccini B., Petrucci A. (2020), Beliefs and needs of academic teachers: a latent class analysis, Statistical Methods and Applications, 29(3), 597–617, DOI: 10.1007/s10260- 019-00495-5.

- Bacci S., Bartolucci F., Bettin G., Pigini C. (2019), A latent class growth model for migran- ts’ remittances: An application to the German Socio-Economic Panel, The Journal of the Royal Statistical Society, Series A, DOI: 10.1111/rssa.12475.

- Bacci S., Bartolucci F., Pandolfi S. (2018). A joint model for longitudinal and survival data based on an AR(1) latent process, Statistical Methods in Medical Research, 27(5), 1285–1311.

- Bartolucci F., Bacci S., Mira A. (2018). On the role of latent variable models in the era of big data, DOI: 10.1016/j.spl.2018.02.023, Statistics and Probability Letters, ISSN: 0167-7152.

- Bacci S., Bartolucci F., Grilli L., Rampichini C. (2017). Evaluation of student performance through a multidimensional finite mixture IRT model, Multivariate Behavioral Research, 52(6), 732–746, ISSN: 0027-3171 (print), 1532-7906 (online).

- Bacci S., Cirillo A., Mussolino D., Terzani S. (2017). The influence of family owner- ship dispersion on debt level in privately held firms, Small Business Economics, DOI: 10.1007/s11187-017-9930-2, ISSN: 1573-0913.

- Bacci S., Pigini C., Seracini, M., Minelli, L. (2017). Employment Condition, Economic Deprivation and Self-Evaluated Health in Europe: Evidence from EU-SILC 2009-2012, International Journal of Environmental Research and Public Health, 14(2), 143, DOI: 10.3390/ijerph14020143, ISSN: 1660-4601.

- Bacci S., Bartolucci F. (2016). Two-tier latent class IRT models in R, The R Journal, 8, 139–166, ISSN: 2073-4859.

- Fabiani R., Minelli L., Bertarelli G., Bacci S. (2016). A western dietary pattern increases prostate cancer risk: a systematic review and meta-analysis, Nutrients, 8(10), 626–641, ISSN: 2072-6643.

- Gnaldi M., Bacci S. (2016). Joint assessment of the latent trait dimensionality and ob- served differential item functioning of students’ national tests, Quality & Quantity, 50, 1429–1447, ISSN: 0033-5177.

- Gnaldi M., Bacci S., Bartolucci F. (2016). A multilevel finite mixture item response model to cluster examinees and schools, Advances in Data Analysis and Classification, 10, 53-70, ISSN: 1862-5347.

- Bacci S., Bartolucci F. (2015). A multidimensional finite mixture structural equation mo- del for nonignorable missing responses to test items, Structural Equation Modeling, 22(3), 352-365, ISSN: 1070-5511.

- Bacci S., Gnaldi M. (2015). A classification of university courses based on students’ sati- sfaction: an application of a two-level mixture item response model, Quality & Quantity, 49(3), 927-940, ISSN: 0033-5177.

- Borsci S., Federici S., Bacci S., Gnaldi M., Bartolucci F. (2015). Assessing user satisfaction in the era of user experience: comparison of the SUS, UMUX and UMUX-LITE as a function of product experience, International Journal of Human-Computer Interaction, 31(8), 484-495, ISSN: 1044-7318.

- Gallé F., Di Onofrio V., Arpesella M., Bacci S. et al. (2015). The role and working conditions of Movement Science students employed in sport and recreational facilities: An Italian multicenter study, Work, 52, 385-392, ISSN: 1051-9815.

- Bacci S., Bartolucci F. (2014). Mixtures of equispaced normal distributions and their use for testing symmetry in univariate data, Computational Statistics and Data Analysis, 71, 262–272, ISSN: 0167-9473.

- Bacci S., Bartolucci F., Gnaldi M. (2014). A class of multidimensional latent class IRT models for ordinal polytomous item responses, Communications in Statistics - Theory and Methods, 43, 787–800, ISSN: 0361-0926.

- Bacci S., Pandolfi S., Pennoni F. (2014). A comparison of some criteria for states selec- tion in the latent Markov model for longitudinal data, Advances in Data Analysis and Classification, 8, 125-145, ISSN: 1862-5347.

- Bacci S., Bartolucci F., Chiavarini M., Minelli L., Pieroni L. (2014). Differences in birthweight outcomes: A longitudinal study based on siblings, International Journal of Environmental Research and Public Health, 11, 6472–6484, ISSN: 1660-4601.

- Bartolucci F., Bacci S., Gnaldi M. (2014). MultiLCIRT: An R package for multidimen- sional latent class item response models, Computational Statistics and Data Analysis, 71, 971–985, ISSN: 0167-9473.

- Bartolucci F., Bacci S., Pennoni F. (2014). Longitudinal analysis of self-reported health status by mixture latent auto-regressive models, Journal of the Royal Statistical Society, Series C (Applied Statistics), 63(2), 267–288, ISSN: 1467-9876.

- Bertoli-Barsotti L., Bacci S. (2014). Identifying Guttman structures in incomplete Rasch datasets, Communications in Statistics. Theory and Methods, 43(3), 470-497, ISSN: 0361- 0926.

- Fontani S., Vaglio S., Beghelli V., Mattioli M., Bacci S., Accorsi P. A. (2014). Fecal concentrations of cortisol, testosterone, and progesterone in cotton-top tamarins hosted in different zoological parks: Relationship to environmental conditions and behavioral patterns, Journal of Applied Animal Welfare Science, 17(3), 228–252, ISSN: 1088-8705.

- Bacci S. (2012). Longitudinal data: different approaches in the context of item-response theory models, Journal of Applied Statistics, 39(9), 2047-2065, ISSN 0266-4763.

- Bonacchi A., Miccinesi G., Guazzini M., Rossi A., Bacci S., Toccafondi A., Martire M., Bellotti L., Perfetto R., Catanzaro P., Adamo V., Cascinu S., Doni L., Di Costanzo F., Ros- selli M. (2012), Temperament and character traits associated with Health-related Quality of life in cancer patients, Tumori, 98 (3), 377-384, ISSN: 0300-8916.

- Bacci S., Caviezel V. (2011). Multilevel IRT models for the university teaching evaluation, Journal of Applied Statistics, 38(12), 2775-2791, ISSN 0266-4763.

- Feddag M., Bacci S. (2009). Pairwise likelihood for the longitudinal mixed Rasch model, Computational Statistics and Data Analysis, 53(4), 1027-1037, ISSN: 0167-9473.

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Capitoli in volumi con editore internazionale

- Bertaccini B., Bacci S., Crescenzi F. (2020) A Dynamic Latent Variable Model for Monitoring the Santa Maria del Fiore Dome Behavior. In: Gervasi O. et al. (eds) Computational Science and Its Applications - ICCSA 2020. ICCSA 2020. Lecture Notes in Computer Science, vol 12252. Springer, Cham. https://doi.org/10.1007/978-3-030-58811-3 4

- Bacci S., Bartolucci F., Pigini C., Signorelli M. (2016). A finite mixture latent trajectory model for hirings and separations in the labor market, in Di Battista T., Moreno E., Racugno W. (editori), Topics on Methodological and Applied Statistical Inference, 9-20, Springer, ISBN: 978-3-319-44093-4.

- Bacci S., Bartolucci F. (2012). A multidimensional latent class Rasch model for the as- sessment of the Health-related Quality of Life, in Christensen K.B., Kreiner S., Mesbah M. (editori), Rasch models in health, Wiley-ISTE, 197-218, ISBN: 978-1-84821-222-0.

- Bacci S. (2010). Latent regression in Rasch framework, in Lauro C., Palumbo F. e Greena- cre M. (editori) Data Analysis and Classification: from the exploratory to the confirmatory approach, Springer, 319-328, ISBN: 978-3-642-03738-2.

- Bini M., Bertaccini B., Bacci S. (2009), Robust diagnostics in university performance studies, in Bini M., Monari P., Piccolo D. e Salmaso L. (editori) Statistical Methods for the evaluation of educational services and quality of products, Series Contribution to Statistics, Springer-Verlag, 139-160, ISBN: 978-3-7908-2384-4.

- Bacci S. (2008). Analysis of longitudinal HrQoL using latent regression in the context of Rasch modeling, in Huber C., Limnios N., Mesbah M. e Nikuline M. (editori) Mathemati- cal Methods for Survival Analysis, Reliability and Quality of Life, ISTE&Wiley, 275-290, ISBN: 978-1-84821-010-3.

- Chiandotto B., Bacci S. (2007). Measurement of university external effectiveness based on the use of the acquired skills, in Fabbris L. (a cura di) Effectiveness of University Educa- tion in Italy. Employability, Competences, Human Capital, Physica-Verlag, 89-104, ISBN: 978-3-7908-1749-2.

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Articoli in altre riviste

- Rajeziesfahani S., Federici S., Bacci S., Meloni F., Bartolucci F., Zahiroddin A., Shams J., and Noorbakhsh S. (2019), Validity of the 36-item Persian (Farsi) version of the World Health Organization Disability Assessment Schedule (WHODAS) 2.0, International Journal of Mental Health, 48, 14–39, ISSN: 0020-7411.

- Bartolucci F., Bacci S., Pigini C. (2017). Misspecification test for random effects in gene- ralized linear finite-mixture models for clustered binary and ordered data, Econometrics and Statistics, 3, 112–131, ISSN: 2452-3062.

- Bacci S., Bartolucci F., Minelli L., Chiavarini M. (2016). Preterm Birth: Analysis of Longitudinal Data on Siblings Based on Random-effects Logit Models, Frontiers in Public Health, 4, 278, doi: 10.3389/fpubh.2016.00278, ISSN: 2296-2565.

- Bacci S., Terzani S. (2016). Performance analysis of Italian manufacturing companies: a multilevel linear approach, International Journal of Economics, Business and Finance, 4, 1-14, ISSN: 2327-8188.

- Bartolucci F., Bacci S., Pigini C. (2013). Comparison between conditional and marginal maximum likelihood estimation for a class of ordinal item response models, Quaderni di Statistica, Vol. 15, 1-17, ISSN: 1594-3739.

- Bacci S., Chiandotto B., di Francia A., Ghiselli S. (2008). Graduates job mobility: a longitudinal analysis, Statistica, 68(3), 255-279, ISSN: 0390-590X.

- Bacci S., Chiandotto B. (2007). Mobilit`a dei laureati per motivi di lavoro: un’analisi multilivello, Statistica Applicata, 19(1), 5-40, ISSN: 1125-1964.

- Bacci S. (2006). I modelli di Rasch nella valutazione della didattica universitaria, in Statistica Applicata, 19, 5-40, ISSN: 1125-1964.

- Bacci S., Chiandotto B. (2003). Ancora sulla struttura di preferenze nelle fondazioni bancarie, in Studi e Note di Economia, 3/2003, 39-54.

- Bacci S., Chiandotto B. (2002). Struttura di preferenze e decisioni razionali nelle fonda- zioni bancarie, in Studi e Note di Economia, 2/2002, 19-56.

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Articoli e capitoli in libri con editore nazionale

- Cammelli A., Bacci S., di Francia A., Gasperoni G. (2009), Le condizioni di alloggio degli studenti fuori sede nell’esperienza dei laureati a Bologna, in Gli studenti e la citt`a: primo rapporto sugli studenti dell’universit`a di Bologna, Bononia University Press, 93-151, ISBN: 978-88-7395-475-0.

- Bacci S. (2008). Il trattamento della non risposta nel modello di Rasch, in Di Maio A., Gallo M. e Simonetti B. (editori) Metodi, Modelli e Tecnologie dell’Informazione a Supporto delle Decisioni. Parte seconda: applicazioni, Milano: Franco Angeli, 15-22, ISBN: 9788846483812.

- Chiandotto B., Bacci S. (2006). Un indicatore sintetico per la misura dell’efficacia interna della formazione universitaria, in Crocetta C. (a cura di) Metodi e modelli per la valutazione del sistema universitario, CLEUP, Padova, 89-104, ISBN: 9788871787916.

- Chiandotto B., Bacci S. (2005). Una misura dellefficacia esterna della formazione universi- taria basata sull’uso delle competenze acquisite, in Fabbris L. (a cura di) Efficacia esterna della formazione universitaria, CLEUP, Padova, 165-188, ISBN: 9788871786920.

- Chiandotto B., Bacci S. (2005). Un modello multilivello per l’analisi della condizione oc- cupazionale dei laureati, in Crocetta C. (a cura di) Modelli statistici per la transizione universit`a-lavoro, CLEUP, Padova, 211-234, ISBN: 9788871788257.

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Articoli in proocedings di conferenze

- Arpino B., Bacci S., Grilli L., Guetto R., Rampichini C. (2019). Evaluating the school effect: adjusting for pre-test or using gain scores?, in Porzio G. C., M., Greselin F. and Balzano, S. (eds), Cladag 2019 Book of Short Papers, Cassino, Italy, September 11-13, 2019, p. 45-48, EUC, ISBN: 978-88-8317-108-6.

- Arpino B., Bacci S., Grilli L., Guetto R., Rampichini C. (2019). Issues in prior achievement adjustment for value added analysis: an application to Invalsi tests in Italian schools, in Carpita, M. and Fabbris, L. (eds), ASA Conference 2019. Statistics for Health and Well- Being. Book of Short Papers, Brescia, Italy, September 25-27, 2019, p. 17-20, CLEUP, ISBN: 978-88-5495-135-8

- Bacci S., Bertaccini B., Petrucci A. (2019). Museum preferences analysis: an item response model applied to network data, in Carpita, M. and Fabbris, L. (eds), ASA Conference 2019. Statistics for Health and Well-Being. Book of Short Papers, Brescia, Italy, September 25-27, 2019, p. 21-24, CLEUP, ISBN: 978-88-5495-135-8

- Bacci S., Bertaccini B., Dinelli R., Giusti A., Petrucci A. (2019). A network analysis of museum preferences: the Firenzecard experience, in Arbia G., Peluso S., Pini A., Rivellini G. (eds), Smart Statistics for Smart Applications. Book of Short Papers SIS2019, Milano, Italy, June 18-21, 2019, p. 653-658, Pearson, ISBN: 978-88-891915108.

- Bacci S., Bertaccini B., Dorgali V., Petrucci A. (2019). A graduates’ multilevel satisfaction index for the evaluation of the university external efficacy, in Bini, M., Amenta P., D’Ambra A., Camminatiello I. (eds), Statistical Methods for Service Quality Evaluation. Book of Short Papers of IES 2019, Rome, Italy, July 4-5, p. 255-259, Cuzzolin, ISBN: 978-88- 86638-65-4.

- Bacci S., Bertaccini B., Petrucci A. (2019). Attractiveness of university degree programs: a social network analysis, in Mariani, P. (eds), Data Science & Social Research 2019 Book of Abstracts, p. 20, pke, ISBN: 978-88-9431-2096.

- Bacci S., Bertaccini B. (2018). Finding the best paths in university curricula of gra- duates to improve academic guidance services, in Abbruzzo A., Brentari E., Chiodi M. e Piacentino D. (eds), Book of Short Papers SIS 2018, p. 615-622, Pearson, ISBN: 978-88-9191-0233.

- Bacci S., Caviezel V. e Falzoni A.M. (2018). Benefits of the Erasmus mobility experience: a discrete latent variable analysis, in Abbruzzo A., Brentari E., Chiodi M. e Piacentino D. (eds), Book of Short Papers SIS 2018, p. 993-998, Pearson, ISBN: 978-88-9191-0233.

- Gnaldi M., Bacci S., Greiff S., Kunze T. (2017). Profiles of students on account of complex problem solving (CPS) strategies exploited via log-data, in Petrucci A. e Verde R. (eds), SIS 2017. Statistics and Data Science: new challenges, new generations, p. 505-512, Firenze University Press, Firenze, ISBN: 978-88-6453-521-0.

- Bacci S., Bartolucci F., Pandolfi S. (2015). A joint model for longitudinal and survival data based on an AR(1) latent process, in Mola, F., Conversano C. (Eds.), CLADAG 2015. 10 Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society. Book of abstracts, p. 163-166, CUEC, Cagliari, ISBN: 978-88-8467-949-9.

- Bacci S., Bartolucci F., Grilli L., Rampichini C. (2015). An analysis of student perfor- mances through a finite mixture IRT model, in C. Crocetta and F. D’Ovidio (Eds.) Book of Abstract International Conference IES 2015 Innovation and Society Statistical Methods for services assessment, p. 32, Universit`a degli Studi di Bari “Aldo Moro”, Bari, ISBN: 978-88-88793-68-9.

- Bacci S., Bartolucci F., Minelli L., Giovinazzi F. (2015). Misurare la qualit`a del ricovero ospedaliero: un approccio a classi latenti, in G. De Santis (Ed.) Gestione della Salute, p. 417-428, Undicesimo Seminario Internazionale di Geografia Medica, Guerra Edel srl, Perugia, ISBN: 978-88-557-0553-0.

- Bacci S., Bartolucci F. (2014). A multidimensional finite mixture SEM for non-ignorable missing responses to test items, in S. Cabras, T. Di Battista and W. Racugno (Eds.) Proceedings of 47th Scientific Meeting of the Italian Statistical Society, full paper: 2831, CUEC Cooperativa Universitaria Editrice Cagliaritana, Cagliari, ISBN: 978-88-8467-874-4.

- Bacci S., Gnaldi M. (2013). A classification of university courses based on students sa- tisfaction: an application of a three-level mixture Item Response Theory (IRT) model, in Brentari E., Carpita M. (eds) Advances in Latent Variables, Herder Editrice, Milano, ISBN: 978-88-3432-556-8.

- Bacci S., Bartolucci F., Gnaldi M. (2011). Multidimensional latent class IRT models: an extension to items with ordinal responses, in Classification and Data Analysis 2011: Book of short papers, Pragma Congressi, Pavia, ISBN: 978-88-906-6390-1.

- Bacci S., Bartolucci F. (2012). Mixtures of equispaced Normal distributions and their use for testing symmetry in univariate data, in Quaderni di Statistica, Vol. 14, 13-16, ISSN: 1594-3739.

- Bacci S., Bartolucci F., Bertaccini B. (2012). Modeling nonignorable missingness in multi- dimensional latent class IRT models, in Proceedings of the XLVI Scientific Meeting, Societ`a Italiana di Statistica, University of Rome La Sapienza, 20-22 giugno 2012, Cleup, Roma, ISBN: 978-88-612-9882-8.

- Bacci S., Bartolucci F., Pieroni L. (2012). Causal analysis of education and birth inequali- ties through a latent class structural equation model, in Proceedings of the XLVI Scientific Meeting, Societ`a Italiana di Statistica, University of Rome La Sapienza, 20-22 giugno 2012, Cleup, Roma, ISBN: 978-88-612-9882-8.

- Bacci S., Gnaldi M. (2012). Multilevel mixture IRT models: an application to the uni- versity teaching evaluation, in Okada, A., Vicari, D., Ragozini, G. (eds) Analysis and Modeling of Complex Data in Behavioural and Social Sciences, Cleup, Padova, ISBN: 978-88-6129-916-0.

- Bacci S., Bartolucci F., Gnaldi M. (2011). Multidimensional latent class IRT models: an extension to items with ordinal responses, in Classification and Data Analysis 2011: Book of short papers, Pragma Congressi, Pavia, ISBN: 978-88-906-6390-1.

- Gnaldi M., Bartolucci F., Bacci S. (2011). Testing Unidimensionality and Clustering Items: An Application to the INVALSI Students’ Assessment Data, in Classification and Data Analysis 2011: Book of short papers, Pragma Congressi, Pavia, ISBN: 978-88-906-6390-1.

- Bacci S., Bartolucci F., Pennoni F. (2010). Markov-switching autoregressive latent variable models for longitudinal data, in Proceedings of XXV International Workshop on Statistical Modeling (IWSM), 57-62, Glasgow (UK).

- Bacci S. (2007). Health related Quality of Life: some methodological aspects of Rasch analysis, in Classification and data analysis 2007, 689-692, EUM, Macerata, SBN: 978-88- 6056-020-9.

- Bertoli-Barsotti L., Bacci S. (2007). Inferenza in analisi di Rasch nel caso di dati mancanti, in Atti della Riunione Scientifica “Valutazione e Customer satisfaction per la Qualit`a dei Servizi”, 25-28, CSU, Roma.

- Bacci S. (2005). Measurement of university effectiveness through a multilevel model, in Zani S. e Cerioli A. (a cura di) Classification and data analysis 2005, 225-228, MUP, Par- ma, ISBN: 9788878470668.

Silvia BACCI

Interessi

. Modelli a variabile latente

. Modelli Item Response Theory

. Modelli a classi latenti

. Modelli per dati longitudinali e multilivello

. Teoria statistica delle decisioni e teoria dell'utilità

Silvia BACCI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Bacci, Silvia; Bertaccini, Bruno; Del Sarto, Simone; Grilli, Leonardo; Rampichini, Carla (2023). Statistical methods to estimate the impact of remote teaching on university students' performance. QUALITY & QUANTITY, pp. 1-19, ISSN:0033-5177 DOI Accesso ONLINE all'editore

Bacci, Silvia; Bertaccini, Bruno; Petrucci, Alessandra; Tocchioni, Valentina (2023). Assessing the predictive capability of Invalsi tests on high school final mark. In: ASA 2022 Data-Driven Decision Making, Genova, 12-14 settembre 2022, Firenze University Press, vol. 134, pp. 11-16, ISBN:979-12-215-0106-3 DOI Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Alessandra Petrucci (2023). Insights from the co-authorship network of the Italian academic statisticians. SCIENTOMETRICS, vol. ---, pp. 0-0, ISSN:1588-2861 DOI Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Anna Pettini (2023). Measuring Sustainability Consciousness in Italy. pp. 1-31 Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Carla Galluccio, Leonardo Grilli, Carla Rampichini (2023). Test equating with evolving latent ability. In: 14th Scientific Meeting of Classification and Data Analysis Group, Salerno, 11-13 September 2023, Pearson, pp. 54-57, ISBN:9788891935632

Bacci, Silvia; Fabbricatore, Rosa; Iannario, Maria (2023). Multilevel IRT models for the analysis of satisfaction for distance learning during the Covid-19 pandemic. SOCIO-ECONOMIC PLANNING SCIENCES, vol. 86, pp. 0-0, ISSN:0038-0121 DOI Accesso ONLINE all'editore

Stefano Masini, Silvia Bacci, Fabrizio Cipollini, Bruno Bertaccini (2023). The structural behavior of Santa Maria del Fiore Dome: an analysis with machine learning techniques. In: Statistics for Data Science and Artificial Intelligence Conference, Pavia, 27 - 28 aprile 2023, Pavia University Press, pp. 282-287, ISBN:978-88-6952-170-6 Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Gabriele Lombardi, Valentina Tocchioni (2023). Association between INVALSI scores and students’ mobility in Italy: a preliminary analysis. In: 11th International Conference IES 2023 Statistical Methods for Evaluation and Quality: Techniques, Technologies and Trends (T3 ), IlViandante, pp. 362-367, ISBN:979-12-803-3369-8 Accesso ONLINE all'editore

Bacci S., Bertaccini B., Cipollini F. (2022). Monitoring the Brunelleschi’s Dome through latent variable models. In: 24th International Conference on Computational Statistics (COMPSTAT 2022), Bologna, 23-26 August 2022, COMPSTAT and SDS, pp. 8-8, ISBN:978-90-73592-40-7 Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Simone Del Sarto, Leonardo Grilli, Carla Rampichini (2022). Estimating the effect of remote teaching for university students through generalised linear mixed models. In: 51st Scientific Meeting of the Italian Statistical Society, Caserta, 22-24 June 2022, Pearson, pp. 65-70, ISBN:9788891932310

Federici Stefano, Lepri Alessandro, Bacci Silvia, Bartolucci Francesco (2022). Male Recognition Bias in Sex Assignment Based on Visual Stimuli. SCIENTIFIC REPORTS, vol. 12, pp. 1-9, ISSN:2045-2322 DOI Accesso ONLINE all'editore

Matera, Camilla; Dommermuth, Lars; Bacci, Silvia; Bertaccini, Bruno; Minello, Alessandra; Vignoli, Daniele (2022). Perceived Economic Uncertainty and Fertility Intentions in Couples: A Dyadic Extension of The Theory of Planned Behavior. JOURNAL OF FAMILY AND ECONOMIC ISSUES, pp. 1-17, ISSN:1058-0476 DOI Accesso ONLINE all'editore

S. Bacci, B. Bertaccini (2022). A Mixture Hidden Markov Model to Mine Students’ University Curricula. DATA, vol. 7, pp. 1-19, ISSN:2306-5729 DOI Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Simone Del Sarto, Leonardo Grilli, Carla Rampichini (2021). A random effects model for the impact of remote teaching on university students’ performance. In: 50th Scientific Meeting of the Italian Statistical Society, Pisa, 21-25 June 2021, Pearson, pp. 1475-1480, ISBN:9788891927361 Accesso ONLINE all'editore

Silvia Bacci, Rosa Fabbricatore, Maria Iannario (2021). Latent trait models for perceived risk assessment using a COVID-19 data survey. JOURNAL OF APPLIED STATISTICS, pp. 1-24, ISSN:0266-4763 DOI Accesso ONLINE all'editore

David Aristei, SILVIA BACCI, Francesco Bartolucci, Silvia Pandolfi (2021). A bivariate finite mixture growth model with selection. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, vol. 15, pp. 759-793, ISSN:1862-5347 DOI Accesso ONLINE all'editore

Bacci, Silvia; Bertaccini, Bruno; Bruni, Riccardo; Crescenzi, Federico; Donati, Beatrice (2021). A structural equation model to measure logical competences. In: ASA 2021 Statistics and Information Systems for Policy Evaluation, Firenze, 6 - 8 settembre 2021, Firenze University Press, vol. 132, pp. 37-41, ISBN:978-88-5518-461-8 DOI Accesso ONLINE all'editore

Bacci, S.; Bertaccini, B. (2021). Assessment of the University Reputation Through the Analysis of the Student Mobility. SOCIAL INDICATORS RESEARCH, vol. 156, pp. 363-388, ISSN:0303-8300 DOI Accesso ONLINE all'editore

Bertaccini, Bruno; Bacci, Silvia; Petrucci, Alessandra (2021). A graduates’ satisfaction index for the evaluation of the university overall quality. SOCIO-ECONOMIC PLANNING SCIENCES, vol. 73, pp. 1-7, ISSN:0038-0121 DOI Accesso ONLINE all'editore

Bertaccini, Bruno; Bacci, Silvia; Crescenzi, Federico (2020). A Dynamic Latent Variable Model for Monitoring the Santa Maria del Fiore Dome Behavior. In: Osvaldo Gervasi, Beniamino Murgante, Prof. Sanjay Misra, Dr. Chiara Garau, Ivan Blečić, David Taniar, Dr. Bernady O. Apduhan, Ana Maria A. C. Rocha, Prof. Eufemia Tarantino, Prof. Carmelo Maria Torre, Prof. Yeliz Karaca. Computational Science and Its Applications – ICCSA 2020, pp. 47-58 Springer Professional, ISBN:978-3-030-58810-6. DOI Accesso ONLINE all'editore

SILVIA BACCI, daniela caso, rosa fabbricatore, maria iannario (2020). Measurement of Inter-Individual Variability in Assessing the Quality of Life in Respondents with Celiac Disease. PSYCH JOURNAL, vol. 2, pp. 296-314, ISSN:2046-0260 DOI Accesso ONLINE all'editore

SILVIA BACCI, Francesco Bartolucci, Fulvia Pennoni (2020). Multilevel model-based clustering: a new proposal of maximum-a-posteriori assignment. In: A. Okada, S. Miyamoto, F. Sakaori, Y. Yamamoto, M. Vichi. Advanced Researches in Classification and Data Science, pp. 3-17 Springer Science and Business Media Deutschland GmbH, ISBN:9789811533105. Accesso ONLINE all'editore

Michela Gnaldi, SILVIA BACCI, Thiemo Kunze, Samuel Greiff (2020). Students' complex problem solving profiles. PSYCHOMETRIKA, pp. 1-32, ISSN:0033-3123 DOI Accesso ONLINE all'editore

Bacci, Silvia; Bertaccini, Bruno; Petrucci, Alessandra (2020). Beliefs and needs of academic teachers: a latent class analysis. STATISTICAL METHODS & APPLICATIONS, vol. 29, pp. 597-617, ISSN:1618-2510 DOI

Bruno Arpino, Silvia Bacci, Leonardo Grilli, Raffaele Guetto, Carla Rampichini (2020). New insights into the Conditioning and Gain Score approaches in multilevel analysis. In: Scientific Meeting of the Italian Statistical Society, Pisa, Pearson, pp. 1260-1264, ISBN:9788891910776 Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Chiara Bocci (2020). Spatial autoregressive gravity models to explain the university student mobility in Italy. In: 50th Scientific Meeting of the Italian Statistical Society, PEARSON, pp. 79-84, ISBN:9788891910776

Silvia Bacci, Bruno Bertaccini, Gianni Dugheri, Paolo Galli, Antonio Giusti, Veronica Sula (2020). Short-term rentals in a tourist town. In: 50th Scientific Meeting of the Italian Statistical Society, PEARSON, pp. 1525-1530, ISBN:9788891910776 Accesso ONLINE all'editore

Maria Veronica Dorgali, Silvia Bacci, Bruno Bertaccini, Alessandra Petrucci (2020). The job condition of academic graduates: a joint longitudinal analysis of AlmaLaurea and Mandatory Notices of the Ministry of Labour. In: 50th Scientific Meeting of the Italian Statistical Society, PEARSON, pp. 1557-1564, ISBN:9788891910776 Accesso ONLINE all'editore

Bacci Silvia; Chiandotto Bruno (2019). Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis. Chapman and Hall CRC press, ISBN:9781138083561

S.Bacci, B.Bertaccini, A.Petrucci (2019). ATTRACTIVENESS OF UNIVERSITY DEGREE PROGRAMS: A SOCIAL NETWORK ANALYSIS. In: Data science & social research 2019, Milano, 4/5 feb 2019, PKE srl, pp. 20-20, ISBN:9788894312096 Accesso ONLINE all'editore

Bacci Silvia, Bertaccini Bruno, Dorgali Veronica, Petrucci Alessandra (2019). A graduates' multilevel satisfaction index for the evaluation of the university external efficacy. In: Statistical Methods for Service Quality Evaluation, Roma, 4-5 luglio 2019, Cuzzolin, pp. 255-259, ISBN:9788886638654

Rajeziesfahani S.; Federici S.; Bacci S.; Meloni F.; Bartolucci F.; Zahiroddin A.; Shams J.; Noorbakhsh S. (2019). Validity of the 36-item Persian (Farsi) version of the world health organization disability assessment schedule (WHODAS) 2.0. INTERNATIONAL JOURNAL OF MENTAL HEALTH, vol. 48, pp. 14-39, ISSN:0020-7411 DOI Accesso ONLINE all'editore

Bacci Silvia; Bartolucci Francesco; Bettin Giulia; Pigini Claudia (2019). A latent class growth model for migrants’ remittances: an application to the German Socio-Economic Panel. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, pp. 1-26, ISSN:0964-1998 DOI Accesso ONLINE all'editore

Arpino Bruno; Bacci Silvia; Grilli Leonardo; Guetto Raffaele; Rampichini Carla (2019). Evaluating the school effect: adjusting for pre-test or using gain scores?. In: CLADAG 2019 12th Scientific Meeting Classification and Data Analysis Group, Cassino, 11-13 settembre 2019, EUC, pp. 45-48, ISBN:9788883171086

Bruno Arpino, Silvia Bacci, Leonardo Grilli, Raffaele Guetto, Carla Rampichini (2019). Issues in prior achievement adjustment for value added analysis: an application to Invalsi tests in Italian schools. In: Statistics for Health and Well-being, Brescia, 25-27 settembre 2019, CLEUP, pp. 17-20, ISBN:978-88-5495-135-8

Silvia Bacci, Bruno Bertaccini, Alessandra Petrucci (2019). Museum preferences analysis: an item response model applied to network data. In: ASA CONFERENCE 2019 Statistics for Health and Well-being, Brescia, 25 - 27 September, 2019, CLEUP, pp. 21-24, ISBN:978-88-5495-135-8 Accesso ONLINE all'editore

Silvia Bacci, Bruno Bertaccini, Roberto Dinelli, Antonio Giusti, Alessandra Petrucci (2019). A network analysis of museum preferences: the Firenzecard experience.. In: Smart Statistics for Smart Applications, Milano, Università Cattolica del Sacro Cuore, June 18, 2019 – June 21, 2019, Pearson, pp. 653-658, ISBN:9788891915108 Accesso ONLINE all'editore

BACCI, Silvia; Cirillo, Alessandro; Mussolino, Donata; TERZANI, Simone (2018). The influence of family ownership dispersion on debt level in privately held firms. SMALL BUSINESS ECONOMICS, vol. 51, pp. 557-576, ISSN:1573-0913 DOI

Silvia Bacci, Valeria Caviezel, Anna Maria Falzoni (2018). Benefits of the Erasmus mobility experience: a discrete latent variable analysis. In: SIS 2018, Palermo, 20-22 giugno 2018, Pearson, pp. 1-6, ISBN:978-88-9191-0233

BACCI, Silvia; BARTOLUCCI, Francesco; PANDOLFI, SILVIA (2018). A joint model for longitudinal and survival data based on an AR(1) latent process. STATISTICAL METHODS IN MEDICAL RESEARCH, vol. 27, pp. 1285-1311, ISSN:0962-2802 DOI

S.Bacci, B. Bertaccini (2018). Finding the best paths in university curricula of graduates to improve academic guidance services. In: SIS 2018 - 49th Scientific meeting of the Italian Statistical Society, Palermo, 20 - 22 June, PEARSON, pp. 615-622, ISBN:9788891910233 Accesso ONLINE all'editore

Bartolucci, Francesco; Bacci, Silvia; Mira, Antonietta (2018). On the role of latent variable models in the era of big data. STATISTICS & PROBABILITY LETTERS, pp. 165-169, ISSN:0167-7152 DOI

Bacci, Silvia; Bartolucci, Francesco; Grilli, Leonardo; Rampichini, Carla (2017). Evaluation of Student Performance through a Multidimensional Finite Mixture IRT Model. MULTIVARIATE BEHAVIORAL RESEARCH, vol. 52, pp. 732-746, ISSN:0027-3171 DOI Accesso ONLINE all'editore

Bartolucci, Francesco; Bacci, Silvia; Pigini, Claudia (2017). Misspecification test for random effects in generalized linear finite-mixture models for clustered binary and ordered data. ECONOMETRICS AND STATISTICS, vol. 3, pp. 112-131, ISSN:2452-3062 DOI Accesso ONLINE all'editore

Michela Gnaldi; Silvia Bacci; Samuel Greiff; Thiemo Kunze (2017). Profiles of students on account of complex problem solving (CPS) strategies exploited via log-data. In: Alessandra Petrucci, Rosanna Verde. SIS 2017. Statistics and Data Science: new challenges, new generations, pp. 505-512, ITA: Firenze University Press, ISBN:978-88-6453-521-0. DOI

BACCI, Silvia; Pigini, Claudia; SERACINI, MARCO; MINELLI, Liliana (2017). Employment Condition, Economic Deprivation and Self-Evaluated Health in Europe: Evidence from EU-SILC 2009–2012. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 14, pp. 143-162, ISSN:1660-4601 DOI

Roberto Fabiani; Minelli Liliana; Gaia Bertarelli; Silvia Bacci (2016). A Western Dietary Pattern Increases Prostate Cancer Risk: A Systematic Review and Meta-analysis. NUTRIENTS, vol. 8, pp. 626-641, ISSN:2072-6643 DOI

Bacci, S.; Bartolucci, F.; Pigini, C.; Signorelli, M. (2016). A Finite Mixture Latent Trajectory Model for Hirings and Separations in the Labor Market. In: Tonio Di Battista, Eli'as Moreno, Walter Racugno. Topics on methodological and applied statistical inference, pp. 9-20, Cham: Springer International Publishing, ISBN:9783319440934.

Gnaldi, Michela*; Bacci, Silvia (2016). Joint assessment of the latent trait dimensionality and observed differential item functioning of students’ national tests. QUALITY & QUANTITY, vol. 50, pp. 1429-1447, ISSN:0033-5177 DOI Accesso ONLINE all'editore

Terzani Simone; Bacci Silvia; Mussolino Donata; Cirillo Alessandro (2016). Family ownership dispersion and debt level: the moderating role of intergenerational stage. In: Euram 2016 Annual Conference “Manageable Cooperation?”, Parigi, 1-4 Giugno 2016, Euram, pp. 0-0, ISBN:2466-7498

BACCI, Silvia; BARTOLUCCI, Francesco; MINELLI, Liliana; CHIAVARINI, Manuela (2016). Preterm Birth: analysis of longitudinal Data on siblings Based on random-effects logit Models. FRONTIERS IN PUBLIC HEALTH, vol. 4, pp. 278-288, ISSN:2296-2565 DOI

Bacci Silvia; Terzani Simone (2016). Performance analysis of Italian manufacturing companies: a multilevel linear approach. INTERNATIONAL JOURNAL OF ECONOMICS, BUSINESS AND FINANCE, vol. 4, pp. 1-14, ISSN:2327-8188

BACCI, Silvia; BARTOLUCCI, Francesco (2016). Two-Tier Latent Class IRT Models in R. THE R JOURNAL, vol. 8, pp. 139-166, ISSN:2073-4859

Gnaldi Michela; Bacci Silvia; Bartolucci Francesco (2016). A multilevel finite mixture item response model to cluster examinees and schools. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, vol. 10, pp. 53-70, ISSN:1862-5347 DOI

Borsci, Simone*; Federici, Stefano; Bacci, Silvia; Gnaldi, Michela; Bartolucci, Francesco (2015). Assessing User Satisfaction in the Era of User Experience: Comparison of the SUS, UMUX, and UMUX-LITE as a Function of Product Experience. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, vol. 31, pp. 484-495, ISSN:1044-7318 DOI Accesso ONLINE all'editore

Silvia Bacci, Francesco Bartolucci (2015). A multidimensional finite mixture structural equation model for nonignorable missing responses to test items. STRUCTURAL EQUATION MODELING, vol. 22, pp. 352-365, ISSN:1070-5511

Gallè, Francesca; Onofrio, Valeria Di; Arpesella, Marisa; BACCI, Silvia; Bianco, Antonino; Brandi, Giorgio; Bruno, Stefania; Anastasi, Daniela; Carraro, Elisabetta; Flacco, Maria Elena; Giampali, Saverio; Izzotti, Alberto; Leoni, Erica; Bertoncello, Chiara; MINELLI, Liliana; Napoli, Christian; Nobile, Carmelo; Pasquarella, Cesira; Liguori, Giorgio; Spica, Vincenzo Romano (2015). The role and working conditions of Movement Science students employed in sport and recreational facilities: An Italian multicenter study. WORK, vol. 52, pp. 385-392, ISSN:1051-9815 DOI

Bacci Silvia, Bartolucci Francesco, Grilli Leonardo, Rampichini Carla (2015). An analysis of student performances through a finite mixture IRT model. In: IES 2015, Bari, 8-9 luglio 2015, Crocetta C. D'Ovidio F., pp. 32-32, ISBN:978-88-88793-68-9

Bacci Silvia; Bartolucci Francesco; Pandolfi Silvia (2015). A joint model for longitudinal and survival data based on an AR(1) latent process. In: CLADAG 2015 10th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, Santa Margherita di Pula, Sardinia, October 8-10, 2015, CUEC, pp. 163-166, ISBN:9788884677499

Bacci Silvia; Gnaldi Michela (2015). A classiﬁcation of university courses based on students’ satisfaction: an application of a two-level mixture item response model. QUALITY & QUANTITY, vol. 49, pp. 927-940, ISSN:0033-5177 DOI

Bacci, Silvia; Bartolucci, Francesco; Minelli, Liliana; Giovinazzi, Francesco (2015). MISURARE LA QUALITà DEL RICOVERO OSPEDALIERO: UN APPROCCIO A CLASSI LATENTI. In: Autori vari. Gestione della Salute, Undicesimo Seminario Internazionale di Geografia Medica (Perugia, 18-20.12.2014), pp. 417-428, ITA: Edizioni Guerra Edel srl,, ISBN:9788855705530.

Bartolucci Francesco; Bacci Silvia; Gnaldi Michela (2015). Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata. Chapman and Hall/CRC, ISBN:9781466568495 Accesso ONLINE all'editore

Silvia Bacci, Francesco Bartolucci (2014). Mixtures of equispaced normal distributions and their use for testing symmetry in univariate data. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 71, pp. 262-272, ISSN:0167-9473 DOI

Silvia Bacci, Francesco Bartolucci (2014). A multidimensional finite mixture SEM for non-ignorable missing responses to test items. In: SIS 2014, Cagliari, 11-13 giugno 2014, CUEC, pp. 0-0, ISBN:978-88-8467-874-4

Bartolucci, Francesco*; Bacci, Silvia; Pennoni, Fulvia (2014). Longitudinal analysis of self-reported health status by mixture latent auto-regressive models. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 63, pp. 267-288, ISSN:0035-9254 DOI

L. Bertoli-Barsotti; S. Bacci (2014). Identifying Guttman structures in incomplete Rasch datasets. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, vol. 43, pp. 470-497, ISSN:0361-0926 DOI

Fontani, Sara; Vaglio, Stefano; Beghelli, Valentina; Mattioli, Michela; Bacci, Silvia; Accorsi, Pier Attilio (2014). Fecal Concentrations of Cortisol, Testosterone, and Progesterone in Cotton-Top Tamarins Housed in Different Zoological Parks: Relationships Among Physiological Data, Environmental Conditions, and Behavioral Patterns. JOURNAL OF APPLIED ANIMAL WELFARE SCIENCE, vol. 17, pp. 228-252, ISSN:1088-8705 DOI Accesso ONLINE all'editore

Bacci Silvia, Pandolfi Silvia, Pennoni Fulvia (2014). A comparison of some criteria for states selection in the latent Markov model for longitudinal data. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, vol. 8, pp. 125-145, ISSN:1862-5347 DOI Accesso ONLINE all'editore

Bartolucci, Francesco*; Bacci, Silvia; Gnaldi, Michela (2014). MultiLCIRT: An R package for multidimensional latent class item response models. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 71, pp. 971-985, ISSN:0167-9473 DOI

Bacci, Silvia*; Bartolucci, Francesco; Gnaldi, Michela (2014). A class of multidimensional latent class IRT models for ordinal polytomous item responses. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, vol. 43, pp. 787-800, ISSN:0361-0926 DOI

Bacci, Silvia; Bartolucci, Francesco*; Chiavarini, Manuela; Minelli, Liliana; Pieroni, Luca (2014). Differences in birthweight outcomes: A longitudinal study based on siblings. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 11, pp. 6472-6484, ISSN:1661-7827 DOI Accesso ONLINE all'editore

Silvia Bacci, Michela Gnaldi (2013). A classification of university courses based on students satisfaction: an application of a two-level mixture item response theory (IRT) model. In: SIS 2013, Brescia, 19-21 giugno 2013, Brentari E., Carpita M. (eds.), pp. 0-0.

Francesco Bartolucci, Silvia Bacci, Claudia Pigini (2013). Comparison between conditional and marginal maximum likelihood estimation for a class of ordinal item response models. QUADERNI DI STATISTICA, vol. 15, pp. 1-17, ISSN:1594-3739

Bacci S.; Bartolucci F. (2012). Mixtures of equispaced Normal distributions and their use for testing symmetry in univariate data. QUADERNI DI STATISTICA, vol. 14, pp. 13-16, ISSN:1594-3739

Bonacchi, A; Miccinesi, G; Guazzini, M; Rossi, A; Bacci, Silvia; Toccafondi, A; Martire, M; Bellotti, L; Perfetto, R; Catanzaro, P; Adamo, V; Cascinu, S; Doni, L; Di Costanzo, F; Rosselli, M (2012). Temperament and character traits associated with health-related quality of life in cancer patients. TUMORI, vol. 98, pp. 377-384, ISSN:0300-8916

Bacci S.; Bartolucci F.; Pieroni L. (2012). Causal analysis of education and birth inequalities through a latent class structural equation model. In: SIS 2012, Roma, 20-22 giugno 2012, Cleup, pp. 0-0, ISBN:9788861298828

S.Bacci; F.Bartolucci; B.Bertaccini (2012). Modeling nonignorable missingness in multidimensional latent class IRT models. In: Società Italiana di Statistica. Società Italiana di Statistica - Proceedings of the XLVI Scientific Meeting, pp. 1-4, Padova: CLEUP, ISBN:9788861298828.

Bacci S.; Gnaldi M. (2012). Multilevel mixture IRT models: an application to the university teaching evaluation. In: Okada, Vicari, Ragozini (eds.). Analysis and modeling of complex data in behavioural and social sciences, pp. 0-0, ITA: CLEUP, ISBN:9788861299160.

S. Bacci (2012). Longitudinal data: different approaches in the context of item-response theory models. JOURNAL OF APPLIED STATISTICS, vol. 39, pp. 2047-2065, ISSN:0266-4763

S. Bacci; F. Bartolucci (2012). A multidimensional latent class Rasch model for the assessment of the Health-related Quality of Life. In: Autori vari. Rasch models in health, pp. 197-218 Wiley-ISTE, ISBN:9781848212220.

Bacci S.; Caviezel V. (2011). Multilevel IRT models for the university teaching evaluation. JOURNAL OF APPLIED STATISTICS, vol. 38, pp. 2775-2791, ISSN:0266-4763

Bacci S.; Bartolucci F.; Gnaldi M. (2011). Multidimensional Latent Class IRT Models: An Extension To Items With Ordinal Responses. In: Autori vari. Classification and data analysis 2011: book of short papers, pp. 0-0 Pragma congressi, ISBN:9788890663901.

Gnaldi M.; Bartolucci F.; Bacci S. (2011). Testing Unidimensionality and Clustering Items: An Application to the INVALSI Students’ Assessment Data. In: Autori vari. Classification and data analysis 2011: book of short papers, pp. 0-0 Pragma congressi, ISBN:9788890663901.

Bacci S.; Bartolucci F.; Pennoni F. (2010). Markov-switching autoregressive latent variable models for longitudinal data. In: International Workshop of Statistical Modeling, Glasgow (UK), 5-9 luglio 2010, The University of Glasgow Print Unit, pp. 57-62.

Bacci S. (2010). Latent regression in Rasch framework. In: Autori vari. Data Analysis and Classification: from the exploratory to the confirmatory approach, pp. 319-328 SPRINGER, ISBN:9783642037382.

A. CAMMELLI; S. BACCI; A. DI FRANCIA; G. GASPERONI (2009). Le condizioni di alloggio degli studenti fuori sede nell’esperienza dei laureati a Bologna. In: Autori vari. Gli studenti e la città: primo rapporto sugli studenti dell’università di Bologna, pp. 93-151, ITA: Bononia University Press, ISBN:9788873954750.

Feddag M.; Bacci S. (2009). Pairwise likelihood for the longitudinal mixed Rasch model. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 53, pp. 1027-1037, ISSN:0167-9473 DOI

M.Bini; B.Bertaccini; S.Bacci (2009). Robust diagnostics in university performance studies. In: Bini M., Monari P., Piccolo D., Salmaso L.. Statistical Methods for the Evaluation of Educational Services and Quality of Products, pp. 139-160, Heidelberg: Physica-Verlag HD, ISBN:9783790823844. DOI Accesso ONLINE all'editore

Bacci S. (2008). Analysis of longitudinal HrQoL using latent regression in the context of Rasch modeling. In: Autori vari. Mathematical Methods for Survival Analysis, Reliability and Quality of Life, pp. 275-290 ISTE&Wiley, ISBN:9781848210103.

B.Chiandotto; S.Bacci; B.Bertaccini; F.Papini (2008). Profilo e condizione occupazionale degli iscritti alla Scuola Normale Superiore di Pisa nel periodo 1960-2001.

Silvia Bacci, Bruno Chiandotto, Angelo di Francia, Silvia Ghiselli (2008). Graduates job mobility: a longitudinal analysis. STATISTICA, vol. 68, pp. 255-279, ISSN:0390-590X

Bacci S. (2008). Il trattamento della non risposta nel modello di Rasch. In: Autori vari. Metodi, Modelli e Tecnologie dell’Informazione a Supporto delle Decisioni. Parte seconda: applicazioni., pp. 15-22 Franco Angeli, ISBN:9788846483812.

Silvia Bacci (2007). Health related Quality of Life: some methodological aspects of Rasch analysis. In: Cladag 2007, Macerata, 12-14 settembre 2007, EUM, pp. 689-692, ISBN:978-88-6056-020-9

SILVIA BACCI; Bruno Chiandotto (2007). Mobilità dei laureati per motivi di lavoro: un'analisi multilivello. STATISTICA APPLICATA, vol. 19, pp. 5-40, ISSN:1125-1964

Bruno Chiandotto; Silvia Bacci (2007). Measurement of university external effectiveness based on the use of the acquired skills. In: Luigi Fabbris. Effectiveness of University Education in Italy. Employability, Competences, Human Capital, pp. 89-104, ITA: Physica Verlag, ISBN:9783790817492.

L. Grilli; S. Bacci; B. Bertaccini (2007). Offerta formativa di secondo livello e domanda di lavoro qualificato. pp. 1-179

BERTOLI-BARSOTTI L; S. BACCI (2007). Inferenza in analisi di Rasch nel caso di dati mancanti. In: Valutazione e Customer Satisfaction per la Qualità dei Servizi, Roma, 16 - 17 aprile 2007, CSU, pp. 25-28.

S.Bacci; B.Chiandotto (2007). Mobilità dei laureati per motivi di lavoro: un’analisi multilivello. STATISTICA APPLICATA, vol. 1/2007, pp. -, ISSN:1125-1964

Bacci S. (2006). I modelli di Rasch nella valutazione della didattica universitaria. STATISTICA APPLICATA, vol. 18, pp. 5-49, ISSN:1125-1964

CHIANDOTTO, BRUNO; BACCI, SILVIA (2006). Un indicatore sintetico per la misura dell’efficacia interna della formazione universitaria. In: Corrado Crocetta. Metodi e modelli per la valutazione del sistema universitario. OUTCOMES, pp. 85-106, ITA: CLEUP, ISBN:9788871787916.

B.Chiandotto; S.Bacci (2006). Un indicatore sintetico per la misura dell’efficacia interna della formazione universitaria.. In: C.Crocetta. Metodi e modelli per la valutazione del sistema universitario. OUTCOMES, pp. 85-106, Padova: CLEUP.

B.Chiandotto; S.Bacci (2006). Measurement of University External Effectiveness Based on the Use of the Acquired Skills.. In: L.Fabbris. Effectiveness of University Education in Italy: Employability, Competences, Human Capital, pp. 89-104, New York: Physica - Verlag.

Silvia Bacci (2005). Measurement of university effectiveness through a multilevel model. In: Cladag 2005, Zani S., Cerioli A. (eds.), pp. 225-228, ISBN:978-88-7847-0668

CHIANDOTTO B; S. BACCI (2005). Una misura dell’efficacia esterna della formazione universitaria basata sull’uso delle competenze acquisite. In: Luigi Fabbris (ed.). Efficacia esterna della formazione universitaria: il progetto OUTCOMES, pp. 165-188, ITA: CLEUP, ISBN:8871786920.

B. CHIANDOTTO; S. BACCI (2005). Un modello multilivello per l’analisi della condizione occupazionale dei laureati. In: Autori vari. Modelli statistici per l'analisi della transizione università-lavoro, pp. 211-234, ITA: CLEUP, ISBN:8871788257.

B. CHIANDOTTO; S.BACCI (2004). Un modello multilivello per l’analisi della condizione occupazionale dei laureati dell’Ateneo fiorentino. In: C.CROCETTA. Modelli di statistici per l’analisi della transizione Università–lavoro, pp. 211-234, PADOVA: CLEUP.

B.Chiandotto; S.Bacci; B.Bertaccini (2004). Profilo e Sbocchi occupazionali dei laureati e diplomati dell’Ateneo fiorentino nell’anno 2000. Firenze: Università degli Studi di Firenze

B.Chiandotto; S. Bacci (2004). Una misura dell’efficacia esterna della formazione universitaria basata sull’uso delle competenze.. In: L.Fabbris. Efficacia esterna della formazione universitaria: il progetto OUTCOMES, pp. 165-188, Padova: CLEUP.

S.BACCI; B.CHIANDOTTO (2003). Ancora sulla struttura di preferenze nelle fondazioni bancarie. STUDI E NOTE DI ECONOMIA, vol. 3, pp. -, ISSN:1590-0401

S. BACCI; B. CHIANDOTTO (2003). Struttura di preferenze e decisioni razionali nelle fondazioni bancarie. STUDI E NOTE DI ECONOMIA, vol. 2, pp. -, ISSN:1590-0401

SILVIA BACCI; Bruno Chiandotto (2002). Struttura di preferenze e decisioni razionali nelle fondazioni bancarie. STUDI E NOTE DI ECONOMIA, vol. 2, pp. 19-56, ISSN:1590-0401

Silvia BACCI

Insegnamenti relativi all'Anno Accademico

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Silvia BACCI

Tematiche di tesi

Silvia BACCI

Biography

Professional status

. 1 apr. 2020 - today: Associate Professor in Statistics

. 1 oct. 2009 - 31 mar. 2020: Assistant Professor in Statistics

. 26 nov. 2014 - today: Qualified to Associate Professor in Statistics

. 19 nov. 2018 - today: Qualified to Associate Professor in Demography and Social Statistics

Educational qualification

. Ph.D. in Applied Statistics (2007)

. Degree in Business Economics (2002; summa cum laude)

. Scientific high school diploma (1996-1997; 60/60)

Affiliation to scientific societies

Regular member of the Italian Statistical Society (2012 - today)

Regular member of the Psychometric Society (2021)

Silvia BACCI

Curriculum

Publications:

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Monographs

- Bacci S., Chiandotto B. (2019), Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis, Chapman & Hall, CRC Press, Boca Raton (FL), ISBN: 9781138083561.

Book Review: Calderazzo, S. (2020), Biometrical Journal, book review, DOI: 10.1002/bimj.202000229;

- Bartolucci F., Bacci S., Gnaldi M. (2016), Statistical analysis of questionnaires: a unified approach based on R and Stata. Chapman & Hall, CRC Press, Boca Raton (FL), ISBN: 9781466568495.

Book reviews: 1) Lalanne, C. (2017), Journal of Statistical Software, vol. 82, book review 1; 2) Khojasteh, J. (2019), Structural Equation Modeling: a Multidisciplinary Journal, vol. 26, 986–987.

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Papers on international journals with Impact Factor ISI