Publications

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2015

Iannario, Maria

Modelling scale effects and uncertainty in rating surveys (Journal Article)

Electronic Journal of Applied Statistical Analysis, 8 (3), pp. 329-345, 2015, ISSN: 2070-5948.

(Abstract | Links | BibTeX | Tags: CUB models, Ordinal response models, Ratings, Scale eff ects)

Iannario, Maria; Piccolo, Domenico

A generalized framework for modelling ordinal data (Journal Article)

Statistical Methods & Applications, pp. 1-27, 2015, ISSN: 1618-2510.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Rating survey, Shelter choices)

Iannario, Maria; Manisera, Marica; Zuccolotto, Paola

The treatment of don’t know responses in the consumers’ perceptions: a survey in the agri-food sector (Proceeding)

European Association of Agricultural Economists, Naples, Italy, 2015.

(Abstract | Links | BibTeX | Tags: agri-food, CUB models, food chain sustainability, ordinal data, “don’t know ”responses)

Piccolo, Domenico

Inferential issues on CUBE models with covariates (Journal Article)

Communications in Statistics-Theory and Methods, (just-accepted), 2015, ISSN: 0361-0926.

(Abstract | Links | BibTeX | Tags: covariates, CUB models, inferential issues)

2014

Corduas, Marcella

Analyzing bivariate ordinal data with CUB margins (Journal Article)

Statistical Modelling, 2014, ISSN: 1471-082X.

(Abstract | Links | BibTeX | Tags: bivariate ordinal data, CUB margins, CUB models, food quality, ordinal data, plackett distribution)

Iannario, Maria

Testing overdispersion in CUBE models (Journal Article)

Communications in Statistics - Simulation and Computation, 2014, ISSN: 1532-4141.

(Abstract | Links | BibTeX | Tags: Asymptotic tests, CUB models, ordinal data, Profile Likelihood Ratio test)

Iannario, Maria; Piccolo, Domenico

Inference for CUB models: a program in R (Journal Article)

Statistica & Applicazioni, 2 (12), pp. 177-204, 2014, ISSN: 1824-6672.

(Abstract | Links | BibTeX | Tags: CUB models, CUBE models, CUSH models, G e CUB models, IHG models, ordinal data, Shelter effect)

Corduas, Marcella

Modelling Correlated Consumer Preferences (Book Chapter)

Carpita, Maurizio; Brentari, Eugenio; Qannari, El Mostafa (Ed.): Advances in Latent Variables, pp. 27-36, Springer International Publishing, 2014, ISBN: 978-3-319-02966-5.

(Abstract | Links | BibTeX | Tags: CUB models, food quality, ordinal data, plackett distribution)

Iannario, Maria; Piccolo, Domenico

A theorem on CUB models for rank data (Journal Article)

Statistics & Probability Letters, 91 , pp. 27-31, 2014, ISSN: 0167-7152.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data models, Rank data)

Gambacorta, Romina; Iannario, Maria; Valliant, Richard

Design-Based Inference in a Mixture Model for Ordinal Variables for a Two Stage Stratified Design (Journal Article)

Australian & New Zealand Journal of Statistics, 56 (2), pp. 125-143, 2014, ISSN: 1369-1473.

(Abstract | Links | BibTeX | Tags: complex sampling design, CUB models, repeated replication methods, sampling variance, Taylor series linearization)

Capecchi, Stefania; Piccolo, Domenico

Un modello per la valutazione della soddisfazione lavorativa dei laureati (Journal Article)

AlmaLaurea Inter-University Consortium Working Papers, 66 , pp. 1-21, 2014, ISSN: ISSN 2239-9453.

(Abstract | Links | BibTeX | Tags: Condizione occupazionale, CUB models, Job satisfaction, ordinal data, Valutazione)

Capecchi, Stefania; Piccolo, Domenico

Modelling the Latent Components of Personal Happiness (Book Chapter)

Perna, Cira; Sibillo, Marilena (Ed.): Mathematical and Statistical Methods for Actuarial Sciences and Finance, pp. 49-52, Springer International Publishing, 2014, ISBN: 978-3-319-05013-3.

(Abstract | Links | BibTeX | Tags: CUB models, Happiness, ordinal data, SHIW data set)

2013

Iannario, Maria; Manisera, Marica; Zuccolotto, Paola

A statistical analysis on sensory data: the Italian espresso case study (Proceeding)

Vita e Pensiero, Milan, Italy, 2013, ISBN: 978 88 343 2556 8.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Random Forest, Sensory analysis, variable importance measures)

Gambacorta, Romina; Iannario, Maria

Measuring job satisfaction with CUB models (Journal Article)

Labour, 27 (2), pp. 198-224, 2013, ISSN: 1121-7081.

(Abstract | Links | BibTeX | Tags: CUB models, Mixture model, modelling job satisfaction, ordinal data, Ordinal Probit model)

Iannario, Maria

A class of models for ordinal data analysis: statistical issues and new developments (Unpublished)

2013.

(Abstract | Links | BibTeX | Tags: Beta Binomial random variable, CUB models, ordinal data analysis)

Iannario, Maria; Piccolo, Domenico

A short guide to CUB 3.0 Program (Technical Report)

2013.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data)

Iannario, Maria; Piccolo, Domenico

A Model-Based Approach for Qualitative Assessment in Opinion Mining (Book Chapter)

Giusti, Antonio; Ritter, Gunter; Vichi, Maurizio (Ed.): Classification and Data Mining, pp. 113-120, Springer Berlin Heidelberg, 2013, ISBN: 978-3-642-28893-7.

(Abstract | Links | BibTeX | Tags: CUB models, opinion mining, ordinal data, preferences)

Gottard, Anna; Iannario, Maria; Piccolo, Domenico

Varying uncertainty in CUB models (Journal Article)

Advances in Data Analysis and Classification , pp. 1-20, 2013, ISSN: 1862-5347.

(Abstract | Links | BibTeX | Tags: 62F99, 62J99, CUB models, Latent classification, Mixture models, ordinal data)

2012

Iannario, Maria; Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola

Sensory analysis in the food industry as a tool for marketing decisions (Journal Article)

Advances in Data Analysis and Classification , 6 (4), pp. 303-321, 2012, ISSN: 1862-5347.

(Abstract | Links | BibTeX | Tags: CUB models, fair trade coffee, Italian coffee, ordinal data, Sensory analysis)

Capecchi, Stefania; Iannario, Maria; Piccolo, Domenico

Modelling Job Satisfaction in AlmaLaurea Surveys (Journal Article)

AlmaLaurea Inter-University Consortium Working Papers, 56 , pp. 1-46, 2012, ISSN: 2239-9453.

(Abstract | Links | BibTeX | Tags: CUB models, Graduates’ employment conditions, Job satisfaction, Ordinal data modelling)

Iannario, Maria

Preliminary estimators for a mixture model of ordinal data (Journal Article)

Advances in Data Analysis and Classification , 6 (3), pp. 163-184, 2012, ISSN: 1862-5347.

(Abstract | Links | BibTeX | Tags: 6207, 62E17, 62F10, CUB models, ordinal data, Preliminary estimators)

Iannario, Maria

Hierarchical CUB models for ordinal variables (Journal Article)

Communications in Statistics-Theory and Methods, 41 (16-17), pp. 3110-3125, 2012, ISSN: 0361-0926.

(Abstract | Links | BibTeX | Tags: 62F86, 62F99, CUB models, Hierarchical models, ordinal data)

Bonnini, Stefano; Piccolo, Domenico; Salmaso, Luigi; Solmi, Francesca

Permutation inference for a class of mixture models (Journal Article)

Communications in Statistics - Theory and Methods, 41 (16-17), pp. 2879-2895, 2012, ISSN: 0361-0926.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Permutation tests, Primary 62G09, Secondary 62J02)

Iannario, Maria

Modelling shelter choices in a class of mixture models for ordinal responses (Journal Article)

Statistical Methods & Applications, 21 (1), pp. 1-22, 2012, ISSN: 1618-2510.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Shelter choices)

Gambacorta, Romina; Iannario, Maria

Statistical Models for Measuring Job Satisfaction (Booklet)

Rome, Italy, 2012.

(Abstract | Links | BibTeX | Tags: CUB models, Job satisfaction, Ordinal data modeling)

Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola

CUB models for sensory analysis in food industry (Conference)

Proceedings AGROSTAT 2012, 12th European Symposium on Statistical Methods for the Food Industry, Société Francaise de Statistique, 2012.

(Abstract | Links | BibTeX | Tags: CUB models, food industry, Sensory analysis)

Iannario, Maria; Piccolo, Domenico

Investigating and modelling the perception of economic security in the Survey of Household Income and Wealth (Book Chapter)

Perna, Cira; Sibillo, Marilena (Ed.): Mathematical and Statistical Methods for Actuarial Sciences and Finance, pp. 237-244, Springer Milan, 2012, ISBN: 978-88-470-2341-3.

(Abstract | Links | BibTeX | Tags: CUB models, Economic security, ordinal data, SHIW data)

Iannario, Maria; Piccolo, Domenico

CUB Models: Statistical Methods and Empirical Evidence (Book Chapter)

Kenett, Ron; Salini, Silvia (Ed.): Modern Analysis of Customer Surveys: with applications using R, John Wiley & Sons, 2012, ISBN: 9780470971284.

(Abstract | Links | BibTeX | Tags: annual customer satisfaction survey, covariates, CUB models, Ordinal responses, random variables, statistical models, university orientation service)

Iorio, Francesca Di; Iannario, Maria

Residual diagnostics for interpreting CUB models (Journal Article)

Statistica, 72 (2), pp. 163-172, 2012, ISSN: 1973-2201.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data)

2011

Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola

Analyzing and Modelling Rating Data for Sensory Data in Food Industry (Journal Article)

Quaderni di Statistica, 13 , pp. 69-82, 2011, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: consumer perceptions, consumer preferences, CUB models, Italian coffee, Sensory analysis)

Iannario, Maria; Maravalle, Maurizio

Parametric and nonparametric approaches to the semantic relationship among synonymy (Journal Article)

Quaderni di Statistica, 13 , pp. 83-108, 2011, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: Clustering, CUB models, Multidimensional scaling, Principal components analysis, Synonymy)

Gambacorta, Romina; Iannario, Maria; Valliant, Richard

Deriving variance estimators in a complex design for a mixture distribution (Journal Article)

Quaderni di Statistica, 13 , pp. 35-52, 2011, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: complex sampling design, CUB models, repeated replication methods)

2010

Iannario, Maria

On the identifiability of a mixture model for ordinal data (Journal Article)

METRON, 68 (1), pp. 87-94, 2010, ISSN: 0026-1424.

(Abstract | Links | BibTeX | Tags: CUB models, Identifiability criteria, ordinal data)

Cerchiello, Paola; Iannario, Maria; Piccolo, Domenico

Assessing risk perception by means of ordinal models (Book Chapter)

Corazza, Marco; Pizzi, Claudio (Ed.): Mathematical and Statistical Methods for Actuarial Sciences and Finance, pp. 75-83, Springer Milan, 2010, ISBN: 978-88-470-1480-0.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, risk perception)

Capecchi, Stefania; Piccolo, Domenico

Modelling approaches for ordinal data: the case of Orientation Service evaluation (Journal Article)

Quaderni di Statistica, 12 , pp. 113-138, 2010, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: CUB models, Studentsí satisfaction, university orientation service)

Iannario, Maria; Piccolo, Domenico

A new statistical model for the analysis of customer satisfaction (Journal Article)

Quality Technology & Quantitative Management, 7 (2), pp. 149-168, 2010, ISSN: 1684-3703.

(Abstract | BibTeX | Tags: CUB models, feeling and uncertainty components, ordinal data)

2009

Iannario, Maria; Piccolo, Domenico

A program in R for CUB models inference (Journal Article)

Version 2.0, www.dipstat.unina.it, 2009.

(Abstract | Links | BibTeX | Tags: CUB models, Ordinal data modelling, R statistical environment, Shelter effect)

Iannario, Maria

Quantificare la percezione: un modello statistico per la valutazione del fenomeno turistico in un’Area Protetta (Journal Article)

Turismo e Psicologia, 2 , pp. 93-116, 2009, ISSN: 2240-0443.

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Perception, Protected Area)

Iorio, Francesca Di; Piccolo, Domenico

Generalized residuals in CUB models (Journal Article)

Quaderni di Statistica, 11 , pp. 73-88, 2009, ISSN: 2037-6901.

(Abstract | Links | BibTeX | Tags: CUB models, Generalized residuals, Model diagnostics)

2008

Piccolo, Domenico; Iannario, Maria

Qualitative and quantitative models for ordinal data analysis (Proceeding)

2008, ISBN: 978-88-8305-060-2.

(Abstract | Links | BibTeX | Tags: CUB models, graduation data, ordinal data)

Iannario, Maria

Dummy covariates in CUB models (Journal Article)

Statistica, 68 (2), pp. 179-200, 2008, ISBN: 1973-2201.

(Abstract | Links | BibTeX | Tags: CUB models, dummy variables, preferences)

Corduas, Marcella

A testing procedure for clustering ordinal data by CUB models (Proceeding)

ESI, Naples, Italy, 2008.

(BibTeX | Tags: clustering ordinal data, CUB models)

Corduas, Marcella

Clustering CUB models by Kullback-Liebler divergence (Proceeding)

ESI, Naples, Italy, 2008.

(BibTeX | Tags: CUB models, Kullback-Leibler divergence)

Corduas, Marcella

A statistical procedure for clustering ordinal data (Journal Article)

Quaderni di Statistica, 10 , pp. 177-189, 2008, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: CUB models, Kullback-Leibler divergence, ordinal data)

Piccolo, Domenico

Modelling university students’ final grades by ordinal variables (Journal Article)

Quaderni di Statistica, 10 , pp. 205-226, 2008, ISSN: 1594-3739.

(Abstract | Links | BibTeX | Tags: CUB models, Ordinal data modelling, Qualitative assessment)

2007

Iannario, Maria

A statistical approach for modelling Urban Audit Perception Surveys (Journal Article)

Quaderni di Statistica, 9 , pp. 149-172, 2007, ISBN: 9788820742096 .

(Abstract | Links | BibTeX | Tags: CUB models, ordinal data, Urban Audit)