Publications
Curriculum Vitae Google Scholar
Books
Papers
- (2021) Quantile composite-based path modeling: algorithms, properties and applications. Advances in Data Analysis and Classification. DOI pdf
- (2021) Component-based structural equation modeling for the assessment of psycho-social aspects and performance of athletes. AStA Advances in Statistical Analysis. DOI pdf
- (2021) Measuring Social Vulnerability in an Urban Space Through Multivariate Methods and Models. Social Indicator Research, 157, 1179-1201. DOI pdf
- (2021) Impact of organic and “protected designation of origin” labels in the perception of olive oil sensory quality. British Food Journal, 123, 8, 2641-2669. DOI
- (2020) Composite-Based Path Modeling for Conditional Quantiles Prediction. An Application to Assess Health Differences at Local Level in a Well-Being Perspective. Social Indicator Research. DOI pdf
- (2020) On the use of quantile regression to deal with heterogeneity: the case of multi-block data. Advances in Data Analysis and Classification, 14, 771-784. DOI pdf
- (2020) Ordinal probability effect measures for dyadic analysis in cumulative models. Book of short paper SIS 2020, ISBN 9788891910776. Online pdf
- (2020) Exploring multicollinearity in quantile regression. Book of short paper SIS 2020, ISBN 9788891910776. Online pdf
- (2020) Teaching statistics - an assessment framework based on Multidimensional IRT and Knowledge Space Theory. Book of short paper SIS 2020, ISBN 9788891910776. Online pdf
- (2020) Modelling students’ performance in MOOCs: a multivariate approach. Studies in Higher Education, 46:11, 2371-2386. DOI
- (2019) A quantile regression perspective on consumer heterogeneity. Book of short papers of IES 2019, ISBN 978-88-86638-65-4. pdf
- (2019) Quantile composite-based path modeling to estimate the conditional quantiles of health indicators. CLADAG 2019 Book of Short Papers, 174-177, ISBN 978-88-8317-108-6. Online pdf
- (2019) A mixture model with discrete variables for depression diagnosis in infertile couples. Book od Short Papers Statistics for Health and Well-being, ISBN 978-88-5495-135-8. pdf
- (2019) Quantile Composite-based path modelling to handle differences in territorial well-being. Book od Short Papers Statistics for Health and Well-being, ISBN 978-88-5495-135-8. pdf
- (2019) The effects of attitude towards Statistics and Math knowledge on Statistical anxiety - A path model approach. Book od Short Papers Statistics for Health and Well-being, ISBN 978-88-5495-135-8. pdf
- (2019) A new approach to preference mapping through quantile regression. CLADAG 2019 Book of Short Papers, 154-157, ISBN 978-88-8317-108-6. Online pdf
- (2019) MOOCS learning assessment - Conceptualisation, operativisation and measurement. INTED2019 Proceedings, 6694-6700, ISBN 978-84-09-08619-1. Online pdf
- (2019) Effects of the exposure to ultrafine particles on heart rate in a healthy population. Science of The Total Environment, Volume 650, Part 2, 2403-2410. DOI
- (2018) Exploring synergy between CUB models and quantile regression - a comparative analysis through continuousized data. ASMOD 2018 : Proceedings of the Advanced Statistical Modelling for Ordinal Data Conference, (eds. Capecchi S, Di Iorio F, Simone R), pp 101-110. fedOAPress. DOI Online pdf
- (2018) Modeling preferences: beyond the average effects data. ASMOD 2018 : Proceedings of the Advanced Statistical Modelling for Ordinal Data Conference, (eds. Capecchi S, Di Iorio F, Simone R), pp 101-110. fedOAPress. DOI Online pdf
- (2018) Handling heterogeneity among units in quantile regression. Investigating the impact of students’ features on University outcome. Statistics and Its Interface, Vol. 11, Number 3, 541-556. DOI pdf Online
- (2018) Modelling drivers of consumer liking handling consumer and product effects. Statistica Applicata - Italian Journal of Applied Statistics, Vol. 30, Number 3, 359-372. DOI pdf Online
- (2018) DESPOTA - an algorithm to detect the partition in the extended hierarchy of a dendrogram. Studies in Theoretical and Applied Statistics, (eds. Perna C, Pratesi M, Ruiz Gazen A), pp 83-93. Springer. DOI Amazon pdf
- (2018) Exploring Italian students’ performances in the SNV test: a quantile regression perspective. Classification, (Big) Data Analysis and Statistical Learning, (eds. Mola F, Conversano C, Vichi M). Studies in Classification, Data Analysis, and Knowledge Organization, pp 117-126. Springer. DOI Amazon pdf
- (2017) HeritageBot Service Robot assisting in Cultural Heritage. 2017 First IEEE International Conference on Robotic Computing (IRC). DOI Online pdf
- (2017) The burnt matchstick. Teaching Statistics. DOI pdf Online
- (2017) Are Consumers Willing to Pay More for a “Made in” Product? An Empirical Investigation on “Made in Italy”. Sustainability, 9(4), 556. DOI pdf Online
- (2016) Comparing Prediction Intervals in Quantile and OLS Regression. Proceedings of the 48th scientific meeting of the Italian Statistical Society, ISBN 9788861970618. pdf
- (2016) Is the "Made in Italy" a key to success? An empirical investigation. Atti del XXVII Congresso Nazionale di Scienze Merceologiche. Qualità & Innovazione per una Economia Circolare ed un Futuro Sostenibile, p. 124-130, ISBN 978-88-941647-0-1. pdf
- (2015) Handling heterogeneity among units in Quantile Regression. Book of Abstracts - CLADAG 2015, ISBN 978-88-8467-949-9. Online pdf
- (2015) Qu Test for Structural Breaks in Quantile Regressions. International Journal of Statistics and Probability, 2, 4, 42-55. DOI pdf Online
- (2015) DESPOTA: DEndrogram Slicing through a PemutatiOn Test Approach. Journal of Classification, 32, 285-304. DOI pdf
- (2015) Quantile Regression for Clustering and Modeling Data. Advances in Statistical Models for Data Analysis, (eds. Morlini I, Minverva T, Vichi M), pp 83-93. Studies in Classification, Data Analysis, and Knowledge Organization, Springer. DOI Amazon pdf Online
- (2014) Indagine sull’uso ricreazionale di sostanze stupefacenti tra gli studenti dell’Università di Cassino e del Lazio meridionale. Italian Journal on Addiction, Vol. 4, Number 3, 1-10, ISSN 2239-5652. pdf
- (2013) Unsupervised Classification through Quantile Regression. Book of Abstracts - CLADAG 2013, ISBN 9788867871179. pdf
- (2011) Analyzing Research Potential through Redundancy Analysis - the case of the Italian University System.. New Perspectives in Statistical Modeling and Data Analysis, (eds. Ingrassia S, Rocci R, Vichi M), pp 29-37. Studies in Classification, Data Analysis, and Knowledge Organization, Springer. DOI Amazon Online
- (2010) Analysis of mutual funds' management styles: a modeling, ranking and visualizing approach. Journal of Applied Statistics, 37, 11, 1825-1845. DOI pdf Online
- (2008) On the use of archetypes as benchmarks. Statistica, Vol. 3, 281-292, ISSN 0390-590X. DOI pdf Online
- (2008) Quantile regression for the evaluation of student satisfaction. Statistica Applicata - Italian Journal of Applied Statistics, Vol. 20, Number 3, 179-196, ISSN 1125-1964. pdf
- (2008) On the Sources of Entrepreneurial Talent in Italy. THE ICFAI JOURNAL OF KNOWLEDGE MANAGEMENT, Vol. VI, n. 6, 7-28, ISSN 0972-9216. pdf
- (2007) The evaluation of University educational processes: a quantile regression approach. Statistica, Vol. 3, 281-292, ISSN 0390-590X. DOI pdf Online
- (2006) Comparing Financial Portfolio Style Through Quantile Regression. Statistica Applicata - Italian Journal of Applied Statistics, Vol. 18, Number 2, 6-16, ISSN 1125-1964. pdf
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