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Scrucca, Luca

Co-Author Distance
Author ID: scrucca.luca Recent zbMATH articles by "Scrucca, Luca"
Published as: Scrucca, Luca; Scrucca, L.
Documents Indexed: 20 Publications since 2001, including 1 Book
Co-Authors: 17 Co-Authors with 11 Joint Publications
417 Co-Co-Authors
all top 5

Co-Authors

9 single-authored
3 Murphy, Thomas Brendan
2 Raftery, Adrian E.
2 Serafini, Alessio
1 Alfò, Marco
1 Bar-Hen, Avner
1 Casa, Alessandro
1 Ferraro, Maria Brigida
1 Fop, Michael
1 Fraley, Chris
1 Giordani, Paolo E.
1 Gormley, Isobel Claire
1 McNicholas, Paul D.
1 Menardi, Giovanna
1 Morris, Katherine
1 O’Hagan, Adrian
1 Robin, Stéphane
1 Weisberg, Sanford
all top 5

Serials

5 Computational Statistics and Data Analysis
4 Advances in Data Analysis and Classification. ADAC
2 Statistical Methods and Applications
1 Biometrical Journal
1 Computational Statistics
1 Communications in Statistics. Simulation and Computation
1 Australian & New Zealand Journal of Statistics
1 Journal of Computational and Graphical Statistics
1 Statistics and Computing
1 Chapman & Hall/CRC The R Series

Fields

20 Statistics (62-XX)
3 Numerical analysis (65-XX)
1 Biology and other natural sciences (92-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

17 Publications have been cited 119 times in 101 Documents Cited by ▼ Year ▼
Model-based clustering, classification, and density estimation using mclust in R. Zbl 1520.62002
Scrucca, Luca; Fraley, Chris; Murphy, T. Brendan; Raftery, Adrian E.
29
2023
Class prediction and gene selection for DNA microarrays using regularized sliced inverse regression. Zbl 1452.62845
Scrucca, Luca
13
2007
Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions. Zbl 1273.62141
Morris, Katherine; McNicholas, Paul D.; Scrucca, Luca
12
2013
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
11
2015
Model-based SIR for dimension reduction. Zbl 1218.62037
Scrucca, Luca
10
2011
Identifying connected components in Gaussian finite mixture models for clustering. Zbl 1468.62174
Scrucca, Luca
8
2016
Model-based clustering with sparse covariance matrices. Zbl 1430.62131
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca
7
2019
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 1505.62301
O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire
6
2019
A simulation study to investigate the behavior of the log-density ratio under normality. Zbl 1100.62592
Scrucca, Luca; Weisberg, Sanford
6
2004
Graphical tools for model-based mixture discriminant analysis. Zbl 1459.62121
Scrucca, Luca
5
2014
Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Zbl 07499031
Scrucca, Luca; Serafini, Alessio
4
2019
Graphics for studying logistic regression models. Zbl 1145.62353
Scrucca, Luca
2
2002
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy. Zbl 07596125
Scrucca, Luca
2
2022
A transformation-based approach to Gaussian mixture density estimation for bounded data. Zbl 1429.62605
Scrucca, Luca
1
2019
A review and computer code for assessing the structural dimension of a regression model: uncorrelated 2D views. Zbl 1080.62502
Scrucca, L.
1
2001
Better than the best? Answers via model ensemble in density-based clustering. Zbl 07433032
Casa, Alessandro; Scrucca, Luca; Menardi, Giovanna
1
2021
Modal clustering on PPGMMGA projection subspace. Zbl 1521.62102
Scrucca, Luca
1
2022
Model-based clustering, classification, and density estimation using mclust in R. Zbl 1520.62002
Scrucca, Luca; Fraley, Chris; Murphy, T. Brendan; Raftery, Adrian E.
29
2023
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy. Zbl 07596125
Scrucca, Luca
2
2022
Modal clustering on PPGMMGA projection subspace. Zbl 1521.62102
Scrucca, Luca
1
2022
Better than the best? Answers via model ensemble in density-based clustering. Zbl 07433032
Casa, Alessandro; Scrucca, Luca; Menardi, Giovanna
1
2021
Model-based clustering with sparse covariance matrices. Zbl 1430.62131
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca
7
2019
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 1505.62301
O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire
6
2019
Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Zbl 07499031
Scrucca, Luca; Serafini, Alessio
4
2019
A transformation-based approach to Gaussian mixture density estimation for bounded data. Zbl 1429.62605
Scrucca, Luca
1
2019
Identifying connected components in Gaussian finite mixture models for clustering. Zbl 1468.62174
Scrucca, Luca
8
2016
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
11
2015
Graphical tools for model-based mixture discriminant analysis. Zbl 1459.62121
Scrucca, Luca
5
2014
Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions. Zbl 1273.62141
Morris, Katherine; McNicholas, Paul D.; Scrucca, Luca
12
2013
Model-based SIR for dimension reduction. Zbl 1218.62037
Scrucca, Luca
10
2011
Class prediction and gene selection for DNA microarrays using regularized sliced inverse regression. Zbl 1452.62845
Scrucca, Luca
13
2007
A simulation study to investigate the behavior of the log-density ratio under normality. Zbl 1100.62592
Scrucca, Luca; Weisberg, Sanford
6
2004
Graphics for studying logistic regression models. Zbl 1145.62353
Scrucca, Luca
2
2002
A review and computer code for assessing the structural dimension of a regression model: uncorrelated 2D views. Zbl 1080.62502
Scrucca, L.
1
2001
all cited Publications top 5 cited Publications
all top 5

Cited by 187 Authors

11 McNicholas, Paul D.
10 Scrucca, Luca
6 Browne, Ryan P.
4 Bergtold, Jason S.
4 Chacón, José E.
4 Fop, Michael
4 Murphy, Thomas Brendan
4 Saracco, Jérôme
3 Andrews, Jeffrey L.
3 Biernacki, Christophe
3 Casa, Alessandro
3 Girard, Stéphane
3 Ingrassia, Salvatore
3 Menardi, Giovanna
3 Murray, Paula M.
3 Punzo, Antonio
2 Featherstone, Allen M.
2 Galimberti, Giuliano
2 Gardes, Laurent
2 Gormley, Isobel Claire
2 Hennig, Christian
2 Hino, Hideitsu
2 Liu, Shen
2 Maharaj, Elizabeth Ann
2 Melnykov, Volodymyr
2 Nguyen, Thi Mong Ngoc
2 Soffritti, Gabriele
2 Szretter Noste, María Eugenia
2 Vichi, Maurizio
2 Zhu, Xuwen
1 Afshari, Hamid
1 Agostinelli, Claudio
1 Alleva, Giorgio
1 Allison, David B.
1 Amos, Christopher I.
1 Antonazzo, Filippo
1 Atems, Bebonchu
1 Azzalini, Adelchi
1 Bercu, Bernard
1 Bergesio, Andrea
1 Bianchini, Ilaria
1 Bock, Hans-Hermann
1 Bondell, Howard D.
1 Bouveyron, Charles
1 Breiteneder, Christian J.
1 Brodinová, Šárka
1 Cao, Ricardo
1 Cappozzo, Andrea
1 Cavicchia, Carlo
1 Chavent, Marie
1 Chouakria, Ahlame Douzal
1 Chow, Sy-Miin
1 Cole, Pamela M.
1 Corander, Jukka
1 Coretto, Pietro
1 Coudret, Raphaël
1 Culos, Anthony E.
1 Dang, Utkarsh J.
1 Dean, Nema
1 Denœux, Thierry
1 Dong, Aqi
1 Draper, Norman R.
1 Edler, Lutz
1 Eguchi, Shinto
1 Erbas, Semra Oral
1 Falorsi, Piero Demetrio
1 Filzmoser, Peter
1 Flynt, Abby
1 Forbes, Florence
1 Foss, Alex
1 Giroud, Françoise
1 Greco, Luca
1 Guegan, Marie-Christine
1 Guglielmi, Alessandra
1 Hanlon, Bret M.
1 Heching, Aliza
1 Hernández-Sánchez, Julio César
1 Hinde, John P.
1 Hornik, Kurt
1 Hui, Francis K. C.
1 Hwang, Youngdeok
1 Inder, Brett A.
1 Jhong, Jae-Hwan
1 Jouve, Bertrand
1 Karlis, Dimitris
1 Kazemi, Iraj
1 Keribin, Christine
1 Khazaei, Mojtaba
1 Kim, Jaeyoung
1 Koo, Ja-Yong
1 Kosmidis, Ioannis
1 Kuentz-Simonet, Vanessa
1 Lee, Jae-Deok
1 Lee, Jaewon
1 Lee, Sharon X.
1 Lentz, Rasmus
1 Leydold, Josef
1 Li, Xiaomao
1 Lin, Changsheng
1 Lin, Chien-Ju
...and 87 more Authors
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Cited in 34 Serials

16 Advances in Data Analysis and Classification. ADAC
15 Computational Statistics and Data Analysis
10 Statistics and Computing
8 Journal of Classification
6 Computational Statistics
6 Communications in Statistics. Simulation and Computation
3 Australian & New Zealand Journal of Statistics
3 Statistical Methods and Applications
3 Electronic Journal of Statistics
3 Stat
2 Statistics
2 Neural Computation
2 Journal of Applied Statistics
1 The Canadian Journal of Statistics
1 Psychometrika
1 Biometrical Journal
1 Biometrics
1 Econometrica
1 Information Sciences
1 International Statistical Review
1 Journal of the American Statistical Association
1 Journal of Multivariate Analysis
1 Statistics & Probability Letters
1 Machine Learning
1 Communications in Statistics. Theory and Methods
1 Test
1 Statistical Papers
1 Journal of Nonparametric Statistics
1 Studies in Nonlinear Dynamics and Econometrics
1 Extremes
1 CEJOR. Central European Journal of Operations Research
1 Journal of Machine Learning Research (JMLR)
1 The Annals of Applied Statistics
1 Bayesian Analysis
all top 5

Cited in 12 Fields

100 Statistics (62-XX)
6 Computer science (68-XX)
5 General and overarching topics; collections (00-XX)
4 Numerical analysis (65-XX)
4 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
2 Probability theory and stochastic processes (60-XX)
1 History and biography (01-XX)
1 Combinatorics (05-XX)
1 Functional analysis (46-XX)
1 Geophysics (86-XX)
1 Biology and other natural sciences (92-XX)
1 Systems theory; control (93-XX)

Citations by Year