Foto del docente

Luca Scrucca

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: STAT-01/A Statistics

Publications

Scrucca, L.; Raftery, A. E., Clustvarsel: A package implementing variable selection for Gaussian model-based clustering in R, «JOURNAL OF STATISTICAL SOFTWARE», 2018, 84, pp. 1 - 28 [Scientific article]

Chirieleison, C.; Scrucca, L., Event sustainability and transportation policy: A model-based cluster analysis for a cross-comparison of hallmark events, «TOURISM MANAGEMENT PERSPECTIVES», 2017, 24, pp. 72 - 85 [Scientific article]

Scrucca, L., On some extensions to GA package: Hybrid optimisation, parallelisation and islands evolution, «THE R JOURNAL», 2017, 9, pp. 187 - 206 [Scientific article]

Scrucca, L., Genetic algorithms for subset selection in model-based clustering, in: Unsupervised Learning Algorithms, Boca Raton, FL, Springer International Publishing, 2016, pp. 55 - 70 [Chapter or essay]

Scrucca, L., Identifying connected components in Gaussian finite mixture models for clustering, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2016, 93, pp. 5 - 17 [Scientific article]

Scrucca, L.; Fop, M.; Murphy, T. B.; Raftery, A. E., Mclust 5: Clustering, classification and density estimation using Gaussian finite mixture models, «THE R JOURNAL», 2016, 8, pp. 289 - 317 [Scientific article]

Scrucca, L.; Raftery, A. E., Improved initialisation of model-based clustering using Gaussian hierarchical partitions, «ADVANCES IN DATA ANALYSIS AND CLASSIFICATION», 2015, 9, pp. 447 - 460 [Scientific article]

Scrucca, L., Graphical tools for model-based mixture discriminant analysis, «ADVANCES IN DATA ANALYSIS AND CLASSIFICATION», 2014, 8, pp. 147 - 165 [Scientific article]

Scrucca, L.; Bar-Hen, A., A model-based dimension reduction approach to classification of gene expression data, in: Advances in Theoretical and Applied Statistics, Boca Raton, FL, Springer, 2013, pp. 221 - 230 [Chapter or essay]

Morris, K.; Mcnicholas, P. D.; Scrucca, L., Dimension reduction for model-based clustering via mixtures of multivariate t-distributions, «ADVANCES IN DATA ANALYSIS AND CLASSIFICATION», 2013, 7, pp. 321 - 338 [Scientific article]

Scrucca, L., GA: A package for genetic algorithms in R, «JOURNAL OF STATISTICAL SOFTWARE», 2013, 53, pp. 1 - 37 [Scientific article]

Chirieleison, C.; Montrone, A.; Scrucca, L., Measuring the impact of a profit-oriented event on tourism: The Eurochocolate Festival in Perugia, Italy, «TOURISM ECONOMICS», 2013, 19, pp. 1411 - 1428 [Scientific article]

Scrucca, L., Model-based SIR for dimension reduction, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2011, 55, pp. 3010 - 3026 [Scientific article]

Scrucca, L., Dimension reduction for model-based clustering, «STATISTICS AND COMPUTING», 2010, 20, pp. 471 - 484 [Scientific article]

Scrucca, L., Class prediction and gene selection for DNA microarrays using regularized sliced inverse regression, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2007, 52, pp. 438 - 451 [Scientific article]

Latest news

At the moment no news are available.