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Author ID: punzo.antonio Recent zbMATH articles by "Punzo, Antonio"
Published as: Punzo, Antonio; Punzo, A.
External Links: ORCID
Documents Indexed: 62 Publications since 2011
Co-Authors: 30 Co-Authors with 60 Joint Publications
369 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

51 Publications have been cited 740 times in 229 Documents Cited by Year
Model-based clustering via linear cluster-weighted models. Zbl 1471.62095
Ingrassia, Salvatore; Minotti, Simona C.; Punzo, Antonio
49
2014
Parsimonious mixtures of multivariate contaminated normal distributions. Zbl 1353.62124
Punzo, Antonio; McNicholas, Paul D.
47
2016
The generalized linear mixed cluster-weighted model. Zbl 1331.62310
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
40
2015
Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. Zbl 1373.62316
Punzo, Antonio; McNicholas, Paul. D.
38
2017
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
36
2013
Finite mixtures of unimodal beta and gamma densities and the \(k\)-bumps algorithm. Zbl 1306.65024
Bagnato, Luca; Punzo, Antonio
33
2013
Multivariate response and parsimony for Gaussian cluster-weighted models. Zbl 1364.62149
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P.
31
2017
Cluster-weighted \(t\)-factor analyzers for robust model-based clustering and dimension reduction. Zbl 1416.62362
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
30
2015
The multivariate leptokurtic-normal distribution and its application in model-based clustering. Zbl 1462.62308
Bagnato, Luca; Punzo, Antonio; Zoia, Maria G.
28
2017
Compound unimodal distributions for insurance losses. Zbl 1416.91217
Punzo, Antonio; Bagnato, Luca; Maruotti, Antonello
23
2018
Mixtures of multivariate contaminated normal regression models. Zbl 1435.62238
Mazza, Angelo; Punzo, Antonio
23
2020
Flexible mixture modelling with the polynomial Gaussian cluster-weighted model. Zbl 07257904
Punzo, Antonio
23
2014
Clustering bivariate mixed-type data via the cluster-weighted model. Zbl 1347.65030
Punzo, Antonio; Ingrassia, Salvatore
22
2016
A new look at the inverse Gaussian distribution with applications to insurance and economic data. Zbl 1516.62554
Punzo, Antonio
17
2019
Decision boundaries for mixtures of regressions. Zbl 1341.62181
Ingrassia, Salvatore; Punzo, Antonio
16
2016
Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers. Zbl 1464.62128
Maruotti, Antonello; Punzo, Antonio
16
2017
Asymmetric clusters and outliers: mixtures of multivariate contaminated shifted asymmetric Laplace distributions. Zbl 1507.62136
Morris, Katherine; Punzo, Antonio; McNicholas, Paul D.; Browne, Ryan P.
16
2019
Closed likelihood ratio testing procedures to assess similarity of covariance matrices. Zbl 07649195
Greselin, Francesca; Punzo, Antonio
14
2013
Dichotomous unimodal compound models: application to the distribution of insurance losses. Zbl 1521.62501
Tomarchio, Salvatore D.; Punzo, Antonio
14
2020
Robust model-based clustering with mild and gross outliers. Zbl 1474.62222
Farcomeni, Alessio; Punzo, Antonio
14
2020
Fitting insurance and economic data with outliers: a flexible approach based on finite mixtures of contaminated gamma distributions. Zbl 1516.62555
Punzo, Antonio; Mazza, Angelo; Maruotti, Antonello
14
2018
Two new matrix-variate distributions with application in model-based clustering. Zbl 1510.62235
Tomarchio, Salvatore D.; Punzo, Antonio; Bagnato, Luca
13
2020
Hypothesis testing for mixture model selection. Zbl 07184768
Punzo, Antonio; Browne, Ryan P.; Mcnicholas, Paul D.
13
2016
Initialization of hidden Markov and semi-Markov models: a critical evaluation of several strategies. Zbl 07777961
Maruotti, Antonello; Punzo, Antonio
13
2021
Assessing the pattern of covariance matrices via an augmentation multiple testing procedure. Zbl 1232.62090
Greselin, Francesca; Ingrassia, Salvatore; Punzo, Antonio
12
2011
The autodependogram: a graphical device to investigate serial dependences. Zbl 1300.62067
Bagnato, Luca; Punzo, Antonio; Nicolis, Orietta
11
2012
Allometric analysis using the multivariate shifted exponential normal distribution. Zbl 1448.62184
Punzo, Antonio; Bagnato, Luca
11
2020
On the spectral decomposition in normal discriminant analysis. Zbl 1333.62056
Bagnato, Luca; Greselin, Francesca; Punzo, Antonio
10
2014
Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621
Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D.
10
2022
Matrix normal cluster-weighted models. Zbl 07473950
Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
10
2021
The multivariate tail-inflated normal distribution and its application in finance. Zbl 07480666
Punzo, Antonio; Bagnato, Luca
9
2021
Multiple scaled contaminated normal distribution and its application in clustering. Zbl 07381254
Punzo, Antonio; Tortora, Cristina
9
2021
Discrete approximations of continuous and mixed measures on a compact interval. Zbl 1254.62109
Punzo, Antonio; Zini, Alessandro
8
2012
Testing serial independence via density-based measures of divergence. Zbl 1378.62057
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
8
2014
Multilevel cluster-weighted models for the evaluation of hospitals. Zbl 1394.62154
Berta, Paolo; Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio
8
2016
Cluster validation for mixtures of regressions via the total sum of squares decomposition. Zbl 07223614
Ingrassia, Salvatore; Punzo, Antonio
7
2020
Multivariate hidden Markov regression models: random covariates and heavy-tailed distributions. Zbl 1477.62224
Punzo, Antonio; Ingrassia, Salvatore; Maruotti, Antonello
5
2021
Modeling household income with contaminated unimodal distributions. Zbl 1434.62236
Mazza, Angelo; Punzo, Antonio
5
2019
Detecting serial dependencies with the reproducibility probability autodependogram. Zbl 1443.62241
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
4
2014
Bivariate discrete beta kernel graduation of mortality data. Zbl 1322.62128
Mazza, Angelo; Punzo, Antonio
4
2015
Unconstrained representation of orthogonal matrices with application to common principal components. Zbl 1505.62046
Bagnato, Luca; Punzo, Antonio
4
2021
Model-based clustering via skewed matrix-variate cluster-weighted models. Zbl 07572879
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
4
2022
Using the autodependogram in model diagnostic checking. Zbl 1300.62066
Bagnato, Luca; Punzo, Antonio
3
2013
Multivariate cluster weighted models using skewed distributions. Zbl 07538945
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
3
2022
Model-based clustering via new parsimonious mixtures of heavy-tailed distributions. Zbl 1490.62164
Tomarchio, Salvatore D.; Bagnato, Luca; Punzo, Antonio
3
2022
Erratum to: “The generalized linear mixed cluster-weighted model”. Zbl 1335.62100
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
2
2015
Modeling the cryptocurrency return distribution via Laplace scale mixtures. Zbl 07573965
Punzo, Antonio; Bagnato, Luca
2
2021
Quantile hidden semi-Markov models for multivariate time series. Zbl 1495.62011
Merlo, Luca; Maruotti, Antonello; Petrella, Lea; Punzo, Antonio
2
2022
The Kullback-Leibler autodependogram. Zbl 1516.62137
Bagnato, L.; De Capitani, L.; Punzo, A.
1
2016
Testing for serial independence: beyond the Portmanteau approach. Zbl 07663943
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
1
2018
Parsimonious hidden Markov models for matrix-variate longitudinal data. Zbl 1490.62027
Tomarchio, Salvatore D.; Punzo, Antonio; Maruotti, Antonello
1
2022
Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621
Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D.
10
2022
Model-based clustering via skewed matrix-variate cluster-weighted models. Zbl 07572879
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
4
2022
Multivariate cluster weighted models using skewed distributions. Zbl 07538945
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
3
2022
Model-based clustering via new parsimonious mixtures of heavy-tailed distributions. Zbl 1490.62164
Tomarchio, Salvatore D.; Bagnato, Luca; Punzo, Antonio
3
2022
Quantile hidden semi-Markov models for multivariate time series. Zbl 1495.62011
Merlo, Luca; Maruotti, Antonello; Petrella, Lea; Punzo, Antonio
2
2022
Parsimonious hidden Markov models for matrix-variate longitudinal data. Zbl 1490.62027
Tomarchio, Salvatore D.; Punzo, Antonio; Maruotti, Antonello
1
2022
Initialization of hidden Markov and semi-Markov models: a critical evaluation of several strategies. Zbl 07777961
Maruotti, Antonello; Punzo, Antonio
13
2021
Matrix normal cluster-weighted models. Zbl 07473950
Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
10
2021
The multivariate tail-inflated normal distribution and its application in finance. Zbl 07480666
Punzo, Antonio; Bagnato, Luca
9
2021
Multiple scaled contaminated normal distribution and its application in clustering. Zbl 07381254
Punzo, Antonio; Tortora, Cristina
9
2021
Multivariate hidden Markov regression models: random covariates and heavy-tailed distributions. Zbl 1477.62224
Punzo, Antonio; Ingrassia, Salvatore; Maruotti, Antonello
5
2021
Unconstrained representation of orthogonal matrices with application to common principal components. Zbl 1505.62046
Bagnato, Luca; Punzo, Antonio
4
2021
Modeling the cryptocurrency return distribution via Laplace scale mixtures. Zbl 07573965
Punzo, Antonio; Bagnato, Luca
2
2021
Mixtures of multivariate contaminated normal regression models. Zbl 1435.62238
Mazza, Angelo; Punzo, Antonio
23
2020
Dichotomous unimodal compound models: application to the distribution of insurance losses. Zbl 1521.62501
Tomarchio, Salvatore D.; Punzo, Antonio
14
2020
Robust model-based clustering with mild and gross outliers. Zbl 1474.62222
Farcomeni, Alessio; Punzo, Antonio
14
2020
Two new matrix-variate distributions with application in model-based clustering. Zbl 1510.62235
Tomarchio, Salvatore D.; Punzo, Antonio; Bagnato, Luca
13
2020
Allometric analysis using the multivariate shifted exponential normal distribution. Zbl 1448.62184
Punzo, Antonio; Bagnato, Luca
11
2020
Cluster validation for mixtures of regressions via the total sum of squares decomposition. Zbl 07223614
Ingrassia, Salvatore; Punzo, Antonio
7
2020
A new look at the inverse Gaussian distribution with applications to insurance and economic data. Zbl 1516.62554
Punzo, Antonio
17
2019
Asymmetric clusters and outliers: mixtures of multivariate contaminated shifted asymmetric Laplace distributions. Zbl 1507.62136
Morris, Katherine; Punzo, Antonio; McNicholas, Paul D.; Browne, Ryan P.
16
2019
Modeling household income with contaminated unimodal distributions. Zbl 1434.62236
Mazza, Angelo; Punzo, Antonio
5
2019
Compound unimodal distributions for insurance losses. Zbl 1416.91217
Punzo, Antonio; Bagnato, Luca; Maruotti, Antonello
23
2018
Fitting insurance and economic data with outliers: a flexible approach based on finite mixtures of contaminated gamma distributions. Zbl 1516.62555
Punzo, Antonio; Mazza, Angelo; Maruotti, Antonello
14
2018
Testing for serial independence: beyond the Portmanteau approach. Zbl 07663943
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
1
2018
Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. Zbl 1373.62316
Punzo, Antonio; McNicholas, Paul. D.
38
2017
Multivariate response and parsimony for Gaussian cluster-weighted models. Zbl 1364.62149
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P.
31
2017
The multivariate leptokurtic-normal distribution and its application in model-based clustering. Zbl 1462.62308
Bagnato, Luca; Punzo, Antonio; Zoia, Maria G.
28
2017
Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers. Zbl 1464.62128
Maruotti, Antonello; Punzo, Antonio
16
2017
Parsimonious mixtures of multivariate contaminated normal distributions. Zbl 1353.62124
Punzo, Antonio; McNicholas, Paul D.
47
2016
Clustering bivariate mixed-type data via the cluster-weighted model. Zbl 1347.65030
Punzo, Antonio; Ingrassia, Salvatore
22
2016
Decision boundaries for mixtures of regressions. Zbl 1341.62181
Ingrassia, Salvatore; Punzo, Antonio
16
2016
Hypothesis testing for mixture model selection. Zbl 07184768
Punzo, Antonio; Browne, Ryan P.; Mcnicholas, Paul D.
13
2016
Multilevel cluster-weighted models for the evaluation of hospitals. Zbl 1394.62154
Berta, Paolo; Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio
8
2016
The Kullback-Leibler autodependogram. Zbl 1516.62137
Bagnato, L.; De Capitani, L.; Punzo, A.
1
2016
The generalized linear mixed cluster-weighted model. Zbl 1331.62310
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
40
2015
Cluster-weighted \(t\)-factor analyzers for robust model-based clustering and dimension reduction. Zbl 1416.62362
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
30
2015
Bivariate discrete beta kernel graduation of mortality data. Zbl 1322.62128
Mazza, Angelo; Punzo, Antonio
4
2015
Erratum to: “The generalized linear mixed cluster-weighted model”. Zbl 1335.62100
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
2
2015
Model-based clustering via linear cluster-weighted models. Zbl 1471.62095
Ingrassia, Salvatore; Minotti, Simona C.; Punzo, Antonio
49
2014
Flexible mixture modelling with the polynomial Gaussian cluster-weighted model. Zbl 07257904
Punzo, Antonio
23
2014
On the spectral decomposition in normal discriminant analysis. Zbl 1333.62056
Bagnato, Luca; Greselin, Francesca; Punzo, Antonio
10
2014
Testing serial independence via density-based measures of divergence. Zbl 1378.62057
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
8
2014
Detecting serial dependencies with the reproducibility probability autodependogram. Zbl 1443.62241
Bagnato, Luca; De Capitani, Lucio; Punzo, Antonio
4
2014
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
36
2013
Finite mixtures of unimodal beta and gamma densities and the \(k\)-bumps algorithm. Zbl 1306.65024
Bagnato, Luca; Punzo, Antonio
33
2013
Closed likelihood ratio testing procedures to assess similarity of covariance matrices. Zbl 07649195
Greselin, Francesca; Punzo, Antonio
14
2013
Using the autodependogram in model diagnostic checking. Zbl 1300.62066
Bagnato, Luca; Punzo, Antonio
3
2013
The autodependogram: a graphical device to investigate serial dependences. Zbl 1300.62067
Bagnato, Luca; Punzo, Antonio; Nicolis, Orietta
11
2012
Discrete approximations of continuous and mixed measures on a compact interval. Zbl 1254.62109
Punzo, Antonio; Zini, Alessandro
8
2012
Assessing the pattern of covariance matrices via an augmentation multiple testing procedure. Zbl 1232.62090
Greselin, Francesca; Ingrassia, Salvatore; Punzo, Antonio
12
2011
all top 5

Cited by 325 Authors

55 Punzo, Antonio
20 Bagnato, Luca
20 McNicholas, Paul D.
17 Ingrassia, Salvatore
13 Tomarchio, Salvatore D.
10 Maruotti, Antonello
8 Browne, Ryan P.
6 Ahmad, Zubair
6 Greselin, Francesca
6 Wang, Wan-Lun
6 Zhu, Xuwen
5 De Capitani, Lucio
5 Gallaugher, Michael P. B.
5 García-Escudero, Luis Angel
5 Lin, Tsung I.
5 Mayo-Iscar, Agustin
5 Melnykov, Volodymyr
5 Miljkovic, Tatjana
5 Soffritti, Gabriele
5 Subedi, Sanjeena
4 Bartolucci, Francesco
4 Di Mari, Roberto
4 Farcomeni, Alessio
4 Ganjali, Mojtaba
4 Jamalizadeh, Ahad
4 Khazaei, Mojtaba
4 Mahmoudi, Eisa
4 McLachlan, Geoffrey John
4 Naderi, Mehrdad
4 Najarzadeh, Dariush
4 Vittadini, Giorgio
3 Arashi, Mohammad
3 Bekker, Andriëtte
3 Berta, Paolo
3 Galimberti, Giuliano
3 Mazza, Angelo
3 Melnykov, Yana
3 Minotti, Simona Caterina
3 Nguyen, Hien Duy
3 Pennoni, Fulvia
3 Petrella, Lea
3 Tortora, Cristina
3 Yao, Weixin
3 Zoia, Maria Grazia
2 Afify, Ahmed Z.
2 Al-Kandari, Noriah M. A.
2 Alizadeh, Morad
2 Amiri, Leila
2 Arellano-Valle, Reinaldo Boris
2 Bacri, Timothée
2 Bakk, Zsuzsa
2 Balakrishnan, Narayanaswamy
2 Benites, Luis E.
2 Biernacki, Christophe
2 Bourguignon, Marcelo
2 Brusa, Luca
2 Bulla, Jan
2 Cappozzo, Andrea
2 Castro, Luis Mauricio
2 Chamroukhi, Faicel
2 Chee, Chew-Seng
2 Clark, Katharine M.
2 Dong, Aqi
2 Dotto, Francesco
2 Franczak, Brian C.
2 Gordaliza, Alfonso
2 Grün, Bettina
2 Jacques, Julien
2 Kim, Nam-Hwui
2 Li, Zhengxiao
2 Maleki, Mohsen
2 Meraou, Mohammed A.
2 Merlo, Luca
2 Mirfarah, Elham
2 Murphy, Thomas Brendan
2 Nadarajah, Saralees
2 Nooghabi, Mehdi Jabbari
2 Počuča, Nikola
2 Poudyal, Chudamani
2 Raqab, Mohammad Zayed
2 Støve, Bård
2 Yang, Yuchen
1 Aamir, Muhammad
1 Agostinelli, Claudio
1 Alfò, Marco
1 Almaspoor, Zahra
1 Álvares, Felipe
1 Amato, Francesco
1 Amovin-Assagba, Martial
1 Ashlock, Daniel Abram
1 Asilkalkan, Abdullah
1 Auder, Benjamin
1 Bapat, Sudeep R.
1 Barabesi, Lucio
1 Barnett, Ian J.
1 Beirlant, Jan
1 Berentsen, Geir Drage
1 Berkelmans, Guus
1 Bhati, Deepesh
1 Bhulai, Sandjai
...and 225 more Authors
all top 5

Cited in 61 Serials

24 Computational Statistics and Data Analysis
22 Journal of Classification
20 Advances in Data Analysis and Classification. ADAC
14 Statistics and Computing
9 Communications in Statistics. Simulation and Computation
9 Journal of Applied Statistics
8 Journal of Statistical Computation and Simulation
7 Computational Statistics
7 Statistical Methods and Applications
6 Biometrical Journal
5 Communications in Statistics. Theory and Methods
5 Statistical Papers
5 Stat
4 Journal of Multivariate Analysis
4 Metron
4 Insurance Mathematics & Economics
4 Statistics & Probability Letters
4 Test
4 Australian & New Zealand Journal of Statistics
4 Statistical Modelling
3 Applied Mathematics and Computation
3 International Statistical Review
3 Journal of the Korean Statistical Society
3 Journal of Statistical Theory and Practice
3 AStA. Advances in Statistical Analysis
3 Journal of Computational and Graphical Statistics
2 The American Statistician
2 The Canadian Journal of Statistics
2 ASTIN Bulletin
2 North American Actuarial Journal
2 Results in Applied Mathematics
1 Journal of Mathematical Biology
1 Metrika
1 Physica A
1 Psychometrika
1 Scandinavian Journal of Statistics
1 Annals of the Institute of Statistical Mathematics
1 Biometrics
1 Information Sciences
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Statistica
1 Statistica Neerlandica
1 Journal of Time Series Analysis
1 Numerical Methods for Partial Differential Equations
1 Annals of Operations Research
1 Lifetime Data Analysis
1 Complexity
1 Mathematical Problems in Engineering
1 Discrete Dynamics in Nature and Society
1 Methodology and Computing in Applied Probability
1 Scandinavian Actuarial Journal
1 Journal of Machine Learning Research (JMLR)
1 Hacettepe Journal of Mathematics and Statistics
1 Statistical Analysis and Data Mining
1 The Annals of Applied Statistics
1 Sankhyā. Series B
1 Journal of Mathematical Extension
1 Mathematical Sciences
1 Journal of Mathematics
1 Journal of Statistical Distributions and Applications

Citations by Year