Grilli L. & Rampichini C. (2012) Multilevel models for ordinal data. In: Kenett R and Salini S (eds.) Modern Analysis of Customer Surveys: with Applications using R. Chapter 19. Wiley. ISBN: 978-0-470-97128-4.

Grilli L., Rampichini C., Salmaso L., Lunardon N., Samuh M. (201?) The use of permutation tests for variance components in linear mixed models. To appear in: Communications in Statistics - Theory and Methods 

Sani C. & Grilli L. (2012) Differential variability of test scores among schools: a multilevel analysis of the fifth-grade Invalsi test using heteroscedastic random effects. To appear in: Journal of Applied Quantitative Methods         See some slides

Bartolucci F. & Grilli L. (2011) Modelling partial compliance through copulas in a principal stratification framework. Journal of the American Statistical Association, 106, pp. 469-479. DOI: 10.1198/jasa.2011.ap09094.          See some slides.

Grilli L. & Rampichini C. (2011) The role of sample cluster means in multilevel models: a view on endogeneity and measurement error issues. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. Vol. 7(4):121–133. DOI: 10.1027/1614-2241/a000030  [see a related working paper]

Grilli L. (2011) Causal inference through principal stratification: a special type of latent class modelling. In: Fichet B, Piccolo D, Verde R, Vichi M (Eds) Classification and Multivariate Analysis for Complex Data Structures, Springer, pp. 265-270. ISBN: 978-3-642-13311-4. [draft]

Francavilla F., Giannelli G.C. & Grilli L. (2010) Mothers’ Employment and their Children’s Schooling: a Joint Multilevel Analysis for India. DSE Working Paper 7/2010. University of Florence.

Grilli L. & Rampichini C. (2010) Selection bias in linear mixed models. Metron: International Journal of Statistics, vol. LXVIII, n. 3, pp. 309-329  [an extended version was published as a working paper]

Grilli L. & Rampichini C. (2009) Multilevel models for the evaluation of educational institutions: a review. In: Monari, P.; Bini, M.; Piccolo, D.; Salmaso, L. (Eds.) Statistical Methods for the Evaluation of Educational Services and Quality of Products, Physica-Verlag, pp 61-80. Ask me for a copy of our paper! 

Grilli L. & Rampichini C. (2009) Measurement error in multilevel models with sample cluster means. Electronic Working Papers 6/2009, Department of Statistics - University of Florence. To appear in the journal Methodology    

Grilli L. & Mealli F. (2008) Nonparametric Bounds on the Causal Effect of University Studies on Job Opportunities Using Principal Stratification. Journal of Educational and Behavioral Statistics, 33(1), pp 111-130 (Abstract on the journal web site) DOI: 10.3102/1076998607302627

Francavilla F., Giannelli G.C. & Grilli L. (2008) School Attendance of Children and the Work of Mothers: A Joint Multilevel Model for India. IZA Discussion Paper No. 3531. Also as ChilD Working Paper n. 07/2008.

Grilli L. & Rampichini C. (2007) A Multilevel Analysis of Graduates’ Job Satisfaction. In Effectiveness of University Education in Italy: Employability, Competences, Human Capital (L. Fabbris ed.), pp 29-42. Physica Verlag.

Grilli L. & Mealli F. (2007) University Studies and Employment. An Application of the Principal Strata Approach to Causal Analysis. In Effectiveness of University Education in Italy: Employability, Competences, Human Capital (L. Fabbris ed.), pp 219-232. Physica Verlag.

Gottard A., Grilli L. & Rampichini C. (2007) A chain graph multilevel model for the analysis of graduates' employment. In Effectiveness of University Education in Italy: Employability, Competences, Human Capital (L. Fabbris ed.), pp 169-182. Physica Verlag.

Grilli L. & Rampichini C. (2006) A review of random effects modelling using gllamm in Stata. Review written for the Multilevel Modelling Software Reviews of The Centre for Multilevel Modelling.

Testa M.R. & Grilli L. (2006) The Influence of Childbearing Regional Contexts on Ideal Family Size in Europe. Population, 61 (1-2), pp 109-138. [previous version published in European Demographic Research Papers 2004 No. 4. (Full text)]

Grilli L. (2005) The random-effects proportional hazards model with grouped survival data: a comparison between the grouped continuous and continuation ratio versions. Journal of the Royal Statistical Society - Series A, Vol. 168, n. 1, pp. 83-94.(Abstract on the journal web site) (Previous working paper)

Grilli L. & Rampichini C. (2005) Selection bias in random intercept models. Multilevel Modelling Newsletter, Vol. 17 (1). (Full text)

Grilli L. & Pratesi M. (2004) Weighted estimation in multilevel ordinal and binary models in the presence of informative sampling designs. Survey Methodology, Vol. 30,  n. 1, 93-103. (Abstract on the journal web site) (Previous working paper)

Rampichini C., Grilli L. & Petrucci A. (2004) Analysis of university course evaluations: from descriptive measures to multilevel models. Statistical Methods and Applications, Vol. 13, n. 3, pp. 357-373. (Abstract on the journal web site)

Grilli L. & Rampichini C. (2004) Book review: Methodology and Epistemology of Multilevel Analysis (Daniel Courgeau ed.). European Journal of Population, Vol. 20. n. 3, pp. 289-291. (Abstract on the journal web site)

 Grilli L. & Rampichini C. (2003) Alternative specifications of multivariate multilevel probit ordinal response models. Journal of Educational and Behavioral Statistics, Vol. 28, pp. 31-44. (Abstract on the journal web site) (Previous working paper)

Grilli L. & Rampichini C. (2002) Scomposizione della dispersione per variabili statistiche ordinali. Statistica, anno LXII, n. 1, pp. 111-116.

Grilli L. & Rampichini C. (2002) Specification issues in stratified variance component ordinal response models. Statistical Modelling, Vol. 2, pp. 251-264. (Abstract on the journal web site)

Biggeri L., Bini M. & Grilli L. (2001) The transition from university to work: a multilevel approach to the analysis of the time to obtain the first job. Journal of the Royal Statistical Society - Series A, Vol. 164 (2), pp 293-305 (Abstract on the journal web site)

Grilli L. (2000) La valutazione della didattica da parte degli studenti attraverso un questionario unico: l'esperienza dell'ateneo fiorentino. In Valutazione della didattica con sistemi computer-assisted, a cura di M. Civardi e L. Fabbris. Cleup, Padova.

Grilli L. (1999) Sbocchi occupazionali e scelte formative dei diplomati: un’analisi multilivello. Tesi di dottorato di ricerca in Statistica Applicata (relatore L. Biggeri). Dipartimento di Statistica dell’Università di Firenze.

Grilli L. & Gori E. (1996) L’approccio dei processi di conteggio ai modelli di regressione per dati di durata. Working Paper n. 69 del Dipartimento di Statistica dell’Università di Firenze. Editrice 2P. Luglio 1996, Firenze.

Grilli L. (1996) L’approccio dei processi di conteggio all’analisi dei dati di durata. Tesi di laurea (relatore E. Gori). Facoltà di Economia dell’Università di Firenze.