INSTITUTO DE INVESTIGACIÓN EN MATEMÁTICA (IMUVA)
Instituto
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University of Milano-Bicocca
Milán, ItaliaPublicaciones en colaboración con investigadores/as de University of Milano-Bicocca (9)
2023
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Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model
Journal of Computational and Graphical Statistics, Vol. 32, Núm. 3, pp. 1195-1214
2021
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Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling
STATS, Vol. 4, Núm. 3, pp. 602-615
2018
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Eigenvalues and constraints in mixture modeling: Geometric and computational issues
Advances in Data Analysis and Classification, Vol. 12, Núm. 2, pp. 203-233
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Robust Approaches for Fuzzy Clusterwise Regression Based on Trimming and Constraints
Studies in Systems, Decision and Control (Springer International Publishing), pp. 155-164
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Robust, fuzzy, and parsimonious clustering, based on mixtures of Factor Analyzers
International Journal of Approximate Reasoning, Vol. 94, pp. 60-75
2017
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Fuzzy clustering through robust factor analyzers
Advances in Intelligent Systems and Computing
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Robust estimation of mixtures of regressions with random covariates, via trimming and constraints
Statistics and Computing, Vol. 27, Núm. 2, pp. 377-402
2016
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The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers
Computational Statistics and Data Analysis, Vol. 99, pp. 131-147
2013
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Trimmed cluster-weighted restricted modeling
XXXIV Congreso Nacional de Estadística e Investigación Operativa, VIII Jornadas de Estadística Pública: SEIO 2013. Universitat Jaume I, Castellón, septiembre 2013. Libro de actas