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Statistical Models and Methods for Data Science / / edited by Leonardo Grilli, Monia Lupparelli, Carla Rampichini, Emilia Rocco, Maurizio Vichi
| Statistical Models and Methods for Data Science / / edited by Leonardo Grilli, Monia Lupparelli, Carla Rampichini, Emilia Rocco, Maurizio Vichi |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (viii, 188 pages) : illustrations |
| Disciplina | 005.7 |
| Collana | Studies in Classification, Data Analysis, and Knowledge Organization |
| Soggetto topico |
Mathematical statistics - Data processing
Quantitative research Machine learning Statistics Artificial intelligence - Data processing Statistics and Computing Data Analysis and Big Data Statistical Learning Statistical Theory and Methods Applied Statistics Data Science Dades massives Estadística matemàtica |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031301643
3031301641 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Clustering financial time series by dependency -- The Homogeneity Index as a Measure of Interrater Agreement for Ratings on a Nominal Scale -- Hierarchical clustering of income data based on share densities -- Optimal Coding of High Cardinality Categorical Data in Machine Learning -- Bayesian Multivariate Analysis of Mixed data -- Marginals matrix under a generalized Mallows model based on the power divergence -- Time series clustering based on forecast distributions: an empirical analysis on production indices for construction -- Partial Reconstruction of Measures from Halfspace Depth -- Posterior Predictive Assessment of IRT Models via the Hellinger Distance: A Simulation Study -- Shapley Lorenz values for credit risk management -- A study of lack-of-fit diagnostics for models fit to cross-classified binary variables -- Robust Response Transformations for Generalized Additive Models via Additivity and Variance Stabilisation -- A Random-Coefficients Analysis with a Multivariate Random-Coefficients Linear Model -- Parsimonious mixtures of matrix-variate shifted exponential normal distributions. |
| Record Nr. | UNINA-9910735775003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical Models for Data Analysis / / edited by Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi
| Statistical Models for Data Analysis / / edited by Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (413 p.) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
GiudiciPaolo
IngrassiaSalvatore VichiMaurizio <1959-> |
| Collana | Studies in Classification, Data Analysis, and Knowledge Organization |
| Soggetto topico |
Statistics
Data mining Social sciences - Statistical methods Educational tests and measurements Artificial intelligence Statistical Theory and Methods Data Mining and Knowledge Discovery Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistics in Business, Management, Economics, Finance, Insurance Assessment and Testing Artificial Intelligence |
| ISBN | 3-319-00032-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | From the contents: Ordering curves by data depth -- May the students' career performance helpful in predicting an increase in universities income? -- Model-based classification via patterned covariance analysis -- Data stream summarization by histograms clustering -- Web panel representativeness -- Nonparametric inference via permutation tests for CUB models -- Asymmetric multidimensional scaling models for seriations -- An approach to ranking the hedge funds industry -- Correction of incoherences in statistical matching -- The analysis of network additionality in the context of territorial innovation policy -- Clustering and registration of multidimensional functional data -- Classifying tourism destinations -- On two classes of weighted rank correlation measures deriving from teh Spearman's r -- Beanplot data analysis in a temporal framework -- Supervised classification of facial expressions -- Grouping around different dimensional affine subspaces -- Hospital clustering in the treatment of acute myocardial infarction patients via a Bayesian semiparametric approach -- A new fuzzy method to classify professional profiles from job announcements -- A metric based approach for the Least Square Regression of multivariate model symbolic data -- A Gaussian-Von Mises Hidden Markov model for clustering multivariate linear-circular data -- And further articles. . |
| Record Nr. | UNINA-9910741178403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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