Edit Profile (opens in new tab) Hennig, Christian Compute Distance To: Compute Author ID: hennig.christian Published as: Hennig, Christian; Hennig, C. Documents Indexed: 41 Publications since 1976, including 1 Book 2 Contributions as Editor · 2 Further Contributions Co-Authors: 38 Co-Authors with 25 Joint Publications 762 Co-Co-Authors all top 5 Co-Authors 18 single-authored 3 Coretto, Pietro 2 Anderlucci, Laura 2 Meilă, Marina 2 Viroli, Cinzia 1 Ageev, Aleksandr Leonidovich 1 Ahmed, Ismaïl 1 Akhanli, Serhat Emre 1 Aliverti, Emanuele 1 Antoniano-Villalobos, Isadora 1 Antonova, Tat’yana Vladimirovna 1 Avalos-Pacheco, Alejandra 1 Batool, Fatima 1 Böhning, Dankmar 1 Brown, Phil 1 Bühlmann, Peter 1 Bunke, Helga 1 Canale, Antonio 1 Casa, Alessandro 1 Christlieb, Norbert 1 Dahl, David B. 1 D’Angelo, Laura A. M. 1 De Vito, Roberta 1 Draper, David 1 Dunson, David Brian 1 Espinosa, Javier 1 Fang, Zhou 1 Fop, Michael 1 Gandy, Axel 1 García-Escudero, Luis Angel 1 Gordaliza, Alfonso 1 Griffin, Jim E. 1 Halkidi, Maria 1 Hampel, Frank R. 1 Hausdorf, Bernhard 1 Hayes, David Neil 1 Herring, Amy H. 1 Holmes, Christopher C. 1 Hothorn, Torsten 1 Howells, Hedie 1 Huang, Hanwen 1 Jensen, Thomas P. 1 Kent, John T. 1 Kirk, Paul D. W. 1 Kutlukaya, Mahmut 1 Latecki, Longin Jan 1 Leng, Chenlei 1 Levina, Elizaveta 1 Lewin, Alexandra M. 1 Lin, Chien-Ju 1 Liu, Yufeng 1 Marron, James Stephen 1 Matrán, Carlos 1 Mayo-Iscar, Agustin 1 McLachlan, Geoffrey John 1 McNicholas, Paul D. 1 Meinshausen, Nicolai 1 Müllensiefen, Daniel 1 Murphy, Thomas Brendan 1 Murtagh, Fionn D. 1 Nobel, Andrew B. 1 Nott, David John 1 Nugent, Rebecca 1 Olshan, Andrew F. 1 Paganin, Sally 1 Reich, T. E. 1 Richardson, Sylvia 1 Rigon, Tommaso 1 Rinaldo, Alessandro 1 Rocci, Roberto 1 Ronchetti, Elvezio M. 1 Rothman, Adam J. 1 Russo, Massimiliano 1 Samworth, Richard J. 1 Sauerbrei, Willi 1 Scarpa, Bruno 1 Schmidt, Wolfgang H. 1 Shah, Rajen Dinesh 1 Shawe-Taylor, John 1 Singh, Aarti 1 Smith, Adam N. H. 1 Stumpf, Michael P. H. 1 Sun, Shiliang 1 Tong, Howell 1 Tsybakov, Alexandre B. 1 Vazirgiannis, Michalis 1 Villa, Cristiano 1 Wade, Sara 1 Warr, Richard L. 1 Wasserman, Larry Alan 1 Yen, Tso-Jung 1 Yen, Yu-Min 1 Zhang, Cun-Hui 1 Zhu, Ji 1 Zou, Hui all top 5 Serials 6 Computational Statistics and Data Analysis 3 Advances in Data Analysis and Classification. ADAC 3 Statistics and Computing 2 Journal of Multivariate Analysis 2 Journal of Classification 2 Philosophia Mathematica. Series III 1 The Annals of Statistics 1 Biometrika 1 Journal of Statistical Planning and Inference 1 Statistics & Decisions 1 Communications in Statistics. Theory and Methods 1 Pattern Recognition 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Foundations of Science 1 Matematicheskoe Modelirovanie 1 Journal of Machine Learning Research (JMLR) 1 REVSTAT 1 Statistical Methods and Applications 1 Mathematische Operationsforschung und Statistik 1 Electronic Journal of Statistics 1 Bayesian Analysis 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 42 Statistics (62-XX) 5 General and overarching topics; collections (00-XX) 3 Computer science (68-XX) 2 Numerical analysis (65-XX) 1 History and biography (01-XX) 1 Mathematical logic and foundations (03-XX) 1 Probability theory and stochastic processes (60-XX) 1 Quantum theory (81-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 35 Publications have been cited 441 times in 266 Documents Cited by ▼ Year ▼ Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 108 2010 Identifiability of models for clusterwise linear regression. Zbl 1017.62058Hennig, Christian 89 2000 Methods for merging Gaussian mixture components. Zbl 1306.62141Hennig, Christian 46 2010 Breakdown points for maximum likelihood estimators of location-scale mixtures. Zbl 1047.62063Hennig, Christian 42 2004 Cluster-wise assessment of cluster stability. Zbl 1452.62447Hennig, Christian 16 2007 Clusters, outliers, and regression: Fixed point clusters. Zbl 1020.62051Hennig, Christian 16 2003 Fixed point clusters for linear regression: Computation and comparison. Zbl 1017.62057Hennig, Christian 13 2002 Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods. Zbl 1141.62052Hennig, Christian 13 2008 A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366Coretto, Pietro; Hennig, Christian 12 2010 Handbook of cluster analysis. Zbl 1331.68001 11 2016 Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions. Zbl 1203.62017Coretto, Pietro; Hennig, Christian 9 2011 A smoothing principle for the Huber and other location \(M\)-estimators. Zbl 1247.62058Hampel, Frank; Hennig, Christian; Ronchetti, Elvezio 8 2011 Validating visual clusters in large datasets: fixed point clusters of spectral features. Zbl 1043.68089Hennig, Christian; Christlieb, Norbert 6 2002 Distance-based parametric bootstrap tests for clustering of species ranges. Zbl 1429.62068Hennig, Christian; Hausdorf, Bernhard 6 2004 Efficient high-breakdown-point estimators in robust regression: Which function to choose? Zbl 0844.62026Hennig, Christian 5 1995 Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. Zbl 1442.62138Coretto, Pietro; Hennig, Christian 4 2017 What clusters are generated by normal mixtures? Zbl 1026.62067Hennig, Christian 4 2000 Robustness of ML estimators of location-scale mixtures. Zbl 05243397Hennig, Christian 4 2005 Method-independent indices for cluster validation and estimating the number of clusters. Zbl 1396.62136Halkidi, Maria; Vazirgiannis, Michalis; Hennig, Christian 3 2016 Editorial: The 2nd special issue on advances in mixture models. Zbl 1469.00037 3 2014 Quantile-based classifiers. Zbl 07072122Hennig, C.; Viroli, Cinzia 3 2016 Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters. Zbl 1331.62308Hennig, Christian; Lin, Chien-Ju 3 2015 Clustering strategy and method selection. Zbl 1396.62138Hennig, Christian 2 2016 Clustering and outlier identification: fixed point cluster analysis. Zbl 1052.62529Hennig, C. 2 1998 The choice of vantage objects for image retrieval. Zbl 1047.68620Hennig, Christian; Latecki, Longin Jan 2 2003 The clustering of categorical data: a comparison of a model-based and a distance-based approach. Zbl 1287.62010Anderlucci, Laura; Hennig, Christian 2 2014 Cluster analysis: an overview. Zbl 1396.62139Hennig, Christian; Meila, Marina 1 2016 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 1 2016 Data analysis with models for clusters of linear regression. (Datenanalyse mit Modellen für Cluster linearer Regression.) Zbl 0893.62069Hennig, Christian 1 1997 Mathematical models and reality: A constructivist perspective. Zbl 1192.00037Hennig, Christian 1 2010 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 Using clustering of rankings to explain brand preferences with personality and socio-demographic variables. Zbl 07479230Müllensiefen, Daniel; Hennig, Christian; Howells, Hedie 1 2018 Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes. Zbl 1452.62430Akhanli, Serhat Emre; Hennig, Christian 1 2020 Falsification of propensity models by statistical tests and the goodness-of-fit paradox. Zbl 1123.62003Hennig, Christian 1 2007 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes. Zbl 1452.62430Akhanli, Serhat Emre; Hennig, Christian 1 2020 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 Using clustering of rankings to explain brand preferences with personality and socio-demographic variables. Zbl 07479230Müllensiefen, Daniel; Hennig, Christian; Howells, Hedie 1 2018 Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. Zbl 1442.62138Coretto, Pietro; Hennig, Christian 4 2017 Handbook of cluster analysis. Zbl 1331.68001 11 2016 Method-independent indices for cluster validation and estimating the number of clusters. Zbl 1396.62136Halkidi, Maria; Vazirgiannis, Michalis; Hennig, Christian 3 2016 Quantile-based classifiers. Zbl 07072122Hennig, C.; Viroli, Cinzia 3 2016 Clustering strategy and method selection. Zbl 1396.62138Hennig, Christian 2 2016 Cluster analysis: an overview. Zbl 1396.62139Hennig, Christian; Meila, Marina 1 2016 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 1 2016 Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters. Zbl 1331.62308Hennig, Christian; Lin, Chien-Ju 3 2015 Editorial: The 2nd special issue on advances in mixture models. Zbl 1469.00037 3 2014 The clustering of categorical data: a comparison of a model-based and a distance-based approach. Zbl 1287.62010Anderlucci, Laura; Hennig, Christian 2 2014 Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions. Zbl 1203.62017Coretto, Pietro; Hennig, Christian 9 2011 A smoothing principle for the Huber and other location \(M\)-estimators. Zbl 1247.62058Hampel, Frank; Hennig, Christian; Ronchetti, Elvezio 8 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 108 2010 Methods for merging Gaussian mixture components. Zbl 1306.62141Hennig, Christian 46 2010 A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366Coretto, Pietro; Hennig, Christian 12 2010 Mathematical models and reality: A constructivist perspective. Zbl 1192.00037Hennig, Christian 1 2010 Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods. Zbl 1141.62052Hennig, Christian 13 2008 Cluster-wise assessment of cluster stability. Zbl 1452.62447Hennig, Christian 16 2007 Falsification of propensity models by statistical tests and the goodness-of-fit paradox. Zbl 1123.62003Hennig, Christian 1 2007 Robustness of ML estimators of location-scale mixtures. Zbl 05243397Hennig, Christian 4 2005 Breakdown points for maximum likelihood estimators of location-scale mixtures. Zbl 1047.62063Hennig, Christian 42 2004 Distance-based parametric bootstrap tests for clustering of species ranges. Zbl 1429.62068Hennig, Christian; Hausdorf, Bernhard 6 2004 Clusters, outliers, and regression: Fixed point clusters. Zbl 1020.62051Hennig, Christian 16 2003 The choice of vantage objects for image retrieval. Zbl 1047.68620Hennig, Christian; Latecki, Longin Jan 2 2003 Fixed point clusters for linear regression: Computation and comparison. Zbl 1017.62057Hennig, Christian 13 2002 Validating visual clusters in large datasets: fixed point clusters of spectral features. Zbl 1043.68089Hennig, Christian; Christlieb, Norbert 6 2002 Identifiability of models for clusterwise linear regression. Zbl 1017.62058Hennig, Christian 89 2000 What clusters are generated by normal mixtures? Zbl 1026.62067Hennig, Christian 4 2000 Clustering and outlier identification: fixed point cluster analysis. Zbl 1052.62529Hennig, C. 2 1998 Data analysis with models for clusters of linear regression. (Datenanalyse mit Modellen für Cluster linearer Regression.) Zbl 0893.62069Hennig, Christian 1 1997 Efficient high-breakdown-point estimators in robust regression: Which function to choose? Zbl 0844.62026Hennig, Christian 5 1995 all cited Publications top 5 cited Publications all top 5 Cited by 439 Authors 17 García-Escudero, Luis Angel 17 Mayo-Iscar, Agustin 17 Punzo, Antonio 14 Hennig, Christian 14 Ingrassia, Salvatore 12 Gordaliza, Alfonso 12 McNicholas, Paul D. 11 Yao, Weixin 9 Melnykov, Volodymyr 6 Greselin, Francesca 6 Matrán, Carlos 5 Cerioli, Andrea 5 D’Urso, Pierpaolo 5 Farcomeni, Alessio 5 Galimberti, Giuliano 5 Soffritti, Gabriele 4 Browne, Ryan P. 4 Grün, Bettina 4 Huang, Mian 4 Maruotti, Antonello 4 Michael, Semhar 3 Alfò, Marco 3 Coretto, Pietro 3 Forbes, Florence 3 Khalili, Abbas 3 Leisch, Friedrich 3 Menardi, Giovanna 3 Minotti, Simona Caterina 3 Murphy, Thomas Brendan 3 Riani, Marco 3 Van Aelst, Stefan 3 Wang, Shaoli 3 Wang, Wan-Lun 3 Wu, Liucang 3 Xiang, Sijia 3 Zamar, Ruben H. 2 Bai, Xiuqin 2 Bean, Richard Winston 2 Berrendero, Jose Ramon 2 Brito, Paula 2 Cabral, Celso Rômulo Barbosa 2 Caporossi, Gilles 2 Carbonneau, Réal A. 2 Casa, Alessandro 2 Chacón, José E. 2 Chen, Kun 2 Cuesta-Albertos, Juan Antonio 2 Dang, Utkarsh J. 2 De Giovanni, Livia 2 Dean, Nema 2 Di Mari, Roberto 2 Dotto, Francesco 2 Eskandari, Farzad 2 Gattone, Stefano Antonio 2 Gormley, Isobel Claire 2 Greco, Luca 2 Hansen, Pierre 2 Holzmann, Hajo 2 Karlis, Dimitris 2 Karunamuni, Rohana J. 2 Kim, Daeyoung 2 Lachos Dávila, Víctor Hugo 2 Lin, Lin 2 Lin, Tsung I. 2 Longford, Nicholas Tibor 2 Maleki, Mohsen 2 Massari, Riccardo 2 Mazza, Angelo 2 McLachlan, Geoff J. 2 McLachlan, Geoffrey John 2 O’Hagan, Adrian 2 Ormoz, Ehsan 2 Perrotta, Domenico 2 Rocci, Roberto 2 San Martín, R. 2 Santoro, Adriana 2 Saporta, Gilbert 2 Scrucca, Luca 2 Seo, Byungtae 2 Song, Xinyuan 2 Subedi, Sanjeena 2 Tang, Qingguo 2 Tortora, Cristina 2 Vichi, Maurizio 2 Viroli, Cinzia 2 Vittadini, Giorgio 2 Woodruff, David L. 2 Yu, Chun 2 Zeller, Camila Borelli 2 Zhu, Xuwen 2 Zuccolotto, Paola 1 Abaurrea, Jesús 1 Abdalla, Abdelbaset 1 Acebedo, Sofía L. 1 Adrover, Jorge G. 1 Afreixo, Vera 1 Agostinelli, Claudio 1 Ahmed, Murat O. 1 Ahonen, Ilmari 1 Akhanli, Serhat Emre ...and 339 more Authors all top 5 Cited in 59 Serials 46 Computational Statistics and Data Analysis 28 Advances in Data Analysis and Classification. ADAC 25 Statistics and Computing 20 Journal of Classification 17 Journal of Multivariate Analysis 8 Journal of Statistical Computation and Simulation 6 Journal of Statistical Planning and Inference 6 Statistical Methods and Applications 5 Computational Statistics 5 Communications in Statistics. Theory and Methods 4 The Annals of Statistics 4 Journal of the American Statistical Association 4 International Journal of Approximate Reasoning 4 Communications in Statistics. Simulation and Computation 4 Journal of Applied Statistics 4 The Annals of Applied Statistics 3 The Canadian Journal of Statistics 3 Information Sciences 3 Test 3 Statistical Papers 3 Statistical Modelling 3 Journal of Machine Learning Research (JMLR) 3 Electronic Journal of Statistics 2 Metrika 2 Annals of the Institute of Statistical Mathematics 2 Biometrics 2 Journal of Econometrics 2 Pattern Recognition 2 Applied Mathematics. Series B (English Edition) 2 Soft Computing 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Scandinavian Journal of Statistics 1 Biometrical Journal 1 Fuzzy Sets and Systems 1 Metron 1 Statistica 1 Statistica Neerlandica 1 Statistics & Probability Letters 1 Physica D 1 Computers & Operations Research 1 Mathematical and Computer Modelling 1 Annals of Operations Research 1 Erkenntnis 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Iranian Journal of Science and Technology. Transaction A: Science 1 Statistical Applications in Genetics and Molecular Biology 1 Journal of the Korean Statistical Society 1 Statistical Analysis and Data Mining 1 Journal of Statistical Theory and Practice 1 European Journal of Pure and Applied Mathematics 1 AStA. Advances in Statistical Analysis 1 Mathematical Geosciences 1 Statistics Surveys 1 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications 1 International Journal of Advances in Engineering Sciences and Applied Mathematics 1 Journal of Theoretical Biology all top 5 Cited in 16 Fields 253 Statistics (62-XX) 28 Numerical analysis (65-XX) 17 Computer science (68-XX) 9 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Biology and other natural sciences (92-XX) 5 Probability theory and stochastic processes (60-XX) 3 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Fluid mechanics (76-XX) 1 Quantum theory (81-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Citations by Year