Edit Profile (opens in new tab) Hennig, Christian Compute Distance To: Compute Author ID: hennig.christian Published as: Hennig, Christian; Hennig, C. Documents Indexed: 43 Publications since 1976, including 1 Book 2 Contributions as Editor · 2 Further Contributions Co-Authors: 49 Co-Authors with 26 Joint Publications 1,002 Co-Co-Authors all top 5 Co-Authors 19 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 Gelman, Andrew 1 Gordaliza, Alfonso 1 Griffin, Jim E. 1 Gronau, Quentin F. 1 Halkidi, Maria 1 Hampel, Frank R. 1 Haucke, Matthias N. 1 Hausdorf, Bernhard 1 Hayes, David Neil 1 Herring, Amy H. 1 Hoekstra, Rink 1 Holmes, Christopher C. 1 Homer, Saskia 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 Lakens, Daniel 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 Morey, Richard D. 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 van Dongen, Noah N. N. 1 van Doorn, Johnny B. 1 van Ravenzwaaij, Don 1 Vazirgiannis, Michalis 1 Villa, Cristiano 1 Wade, Sara 1 Wagenmakers, Eric-Jan 1 Warr, Richard L. 1 Wasserman, Larry Alan ...and 5 more Co-Authors all top 5 Serials 6 Computational Statistics and Data Analysis 4 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 American Statistician 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 44 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 39 Publications have been cited 373 times in 294 Documents Cited by ▼ Year ▼ Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 126 2010 Identifiability of models for clusterwise linear regression. Zbl 1017.62058Hennig, Christian 95 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 44 2004 Cluster-wise assessment of cluster stability. Zbl 1452.62447Hennig, Christian 17 2007 Clusters, outliers, and regression: Fixed point clusters. Zbl 1020.62051Hennig, Christian 16 2003 Handbook of cluster analysis. Zbl 1331.68001 15 2016 Fixed point clusters for linear regression: Computation and comparison. Zbl 1017.62057Hennig, Christian 14 2002 A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366Coretto, Pietro; Hennig, Christian 14 2010 Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods. Zbl 1141.62052Hennig, Christian 14 2008 A smoothing principle for the Huber and other location \(M\)-estimators. Zbl 1247.62058Hampel, Frank; Hennig, Christian; Ronchetti, Elvezio 10 2011 Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions. Zbl 1203.62017Coretto, Pietro; Hennig, Christian 10 2011 Quantile-based classifiers. Zbl 1499.62212Hennig, C.; Viroli, Cinzia 6 2016 Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. Zbl 1442.62138Coretto, Pietro; Hennig, Christian 6 2017 Distance-based parametric bootstrap tests for clustering of species ranges. Zbl 1429.62068Hennig, Christian; Hausdorf, Bernhard 6 2004 Validating visual clusters in large datasets: fixed point clusters of spectral features. Zbl 1043.68089Hennig, Christian; Christlieb, Norbert 6 2002 What clusters are generated by normal mixtures? Zbl 1026.62067Hennig, Christian 5 2000 Efficient high-breakdown-point estimators in robust regression: Which function to choose? Zbl 0844.62026Hennig, Christian 5 1995 Method-independent indices for cluster validation and estimating the number of clusters. Zbl 1396.62136Halkidi, Maria; Vazirgiannis, Michalis; Hennig, Christian 5 2016 The clustering of categorical data: a comparison of a model-based and a distance-based approach. Zbl 1287.62010Anderlucci, Laura; Hennig, Christian 4 2014 Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters. Zbl 1331.62308Hennig, Christian; Lin, Chien-Ju 4 2015 Robustness of ML estimators of location-scale mixtures. Zbl 05243397Hennig, Christian 4 2005 Editorial: The 2nd special issue on advances in mixture models. Zbl 1469.00037 3 2014 Using clustering of rankings to explain brand preferences with personality and socio-demographic variables. Zbl 07479230Müllensiefen, Daniel; Hennig, Christian; Howells, Hedie 3 2018 The choice of vantage objects for image retrieval. Zbl 1047.68620Hennig, Christian; Latecki, Longin Jan 2 2003 Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes. Zbl 1452.62430Akhanli, Serhat Emre; Hennig, Christian 2 2020 Cluster analysis: an overview. Zbl 1396.62139Hennig, Christian; Meila, Marina 2 2016 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 2 2016 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 Some thoughts about the design of loss functions. Zbl 05217605Hennig, Christian; Kutlukaya, Mahmut 2 2007 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 Exploration of the variability of variable selection based on distances between bootstrap sample results. Zbl 1459.62134Hennig, Christian; Sauerbrei, Willi 1 2019 Clustering with the average silhouette width. Zbl 07345453Batool, Fatima; Hennig, Christian 1 2021 Mathematical models and reality: A constructivist perspective. Zbl 1192.00037Hennig, Christian 1 2010 Falsification of propensity models by statistical tests and the goodness-of-fit paradox. Zbl 1123.62003Hennig, Christian 1 2007 Data analysis with models for clusters of linear regression. (Datenanalyse mit Modellen für Cluster linearer Regression.) Zbl 0893.62069Hennig, Christian 1 1997 Multiple perspectives on inference for two simple statistical scenarios. Zbl 07588216van Dongen, Noah N. N.; van Doorn, Johnny B.; Gronau, Quentin F.; van Ravenzwaaij, Don; Hoekstra, Rink; Haucke, Matthias N.; Lakens, Daniel; Hennig, Christian; Morey, Richard D.; Homer, Saskia; Gelman, Andrew; Sprenger, Jan; Wagenmakers, Eric-Jan 1 2019 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Clustering with the average silhouette width. Zbl 07345453Batool, Fatima; Hennig, Christian 1 2021 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 2 2020 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 Exploration of the variability of variable selection based on distances between bootstrap sample results. Zbl 1459.62134Hennig, Christian; Sauerbrei, Willi 1 2019 Multiple perspectives on inference for two simple statistical scenarios. Zbl 07588216van Dongen, Noah N. N.; van Doorn, Johnny B.; Gronau, Quentin F.; van Ravenzwaaij, Don; Hoekstra, Rink; Haucke, Matthias N.; Lakens, Daniel; Hennig, Christian; Morey, Richard D.; Homer, Saskia; Gelman, Andrew; Sprenger, Jan; Wagenmakers, Eric-Jan 1 2019 Using clustering of rankings to explain brand preferences with personality and socio-demographic variables. Zbl 07479230Müllensiefen, Daniel; Hennig, Christian; Howells, Hedie 3 2018 Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. Zbl 1442.62138Coretto, Pietro; Hennig, Christian 6 2017 Handbook of cluster analysis. Zbl 1331.68001 15 2016 Quantile-based classifiers. Zbl 1499.62212Hennig, C.; Viroli, Cinzia 6 2016 Method-independent indices for cluster validation and estimating the number of clusters. Zbl 1396.62136Halkidi, Maria; Vazirgiannis, Michalis; Hennig, Christian 5 2016 Cluster analysis: an overview. Zbl 1396.62139Hennig, Christian; Meila, Marina 2 2016 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 2 2016 Clustering strategy and method selection. Zbl 1396.62138Hennig, Christian 2 2016 Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters. Zbl 1331.62308Hennig, Christian; Lin, Chien-Ju 4 2015 The clustering of categorical data: a comparison of a model-based and a distance-based approach. Zbl 1287.62010Anderlucci, Laura; Hennig, Christian 4 2014 Editorial: The 2nd special issue on advances in mixture models. Zbl 1469.00037 3 2014 A smoothing principle for the Huber and other location \(M\)-estimators. Zbl 1247.62058Hampel, Frank; Hennig, Christian; Ronchetti, Elvezio 10 2011 Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions. Zbl 1203.62017Coretto, Pietro; Hennig, Christian 10 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 126 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 14 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 14 2008 Cluster-wise assessment of cluster stability. Zbl 1452.62447Hennig, Christian 17 2007 Some thoughts about the design of loss functions. Zbl 05217605Hennig, Christian; Kutlukaya, Mahmut 2 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 44 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 14 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 95 2000 What clusters are generated by normal mixtures? Zbl 1026.62067Hennig, Christian 5 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 491 Authors 19 Punzo, Antonio 18 García-Escudero, Luis Angel 17 Mayo-Iscar, Agustin 15 Hennig, Christian 14 Ingrassia, Salvatore 13 McNicholas, Paul D. 12 Gordaliza, Alfonso 11 Yao, Weixin 9 Melnykov, Volodymyr 6 D’Urso, Pierpaolo 6 Farcomeni, Alessio 6 Greselin, Francesca 6 Matrán, Carlos 5 Cerioli, Andrea 5 Galimberti, Giuliano 5 Soffritti, Gabriele 4 Browne, Ryan P. 4 Coretto, Pietro 4 Grün, Bettina 4 Huang, Mian 4 Maruotti, Antonello 4 Michael, Semhar 4 Wu, Liucang 3 Alfò, Marco 3 Forbes, Florence 3 Karlis, Dimitris 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 Viroli, Cinzia 3 Wang, Shaoli 3 Wang, Wan-Lun 3 Xiang, Sijia 3 Zamar, Ruben H. 2 Arslan, Olcay 2 Bai, Xiuqin 2 Bean, Richard Winston 2 Berrendero, Jose Ramon 2 Braun, Daniel A. 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 Dai, Lin 2 Dang, Utkarsh J. 2 De Giovanni, Livia 2 Dean, Nema 2 Di Mari, Roberto 2 Doğru, Fatma Zehra 2 Dotto, Francesco 2 Eskandari, Farzad 2 Feldman, Dan 2 Gattone, Stefano Antonio 2 Gormley, Isobel Claire 2 Gottwald, Sebastian 2 Greco, Luca 2 Hack, Pedro 2 Hansen, Pierre 2 Holzmann, Hajo 2 Karunamuni, Rohana J. 2 Kim, Daeyoung 2 Lachos Dávila, Víctor Hugo 2 Li, Jia 2 Lin, Lin 2 Lin, Tsung I. 2 Longford, Nicholas Tibor 2 Makinde, Olusola Samuel 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 Romano, Elvira 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 Vitale, Vincenzina 2 Vittadini, Giorgio 2 Woodruff, David L. 2 Yin, Junhui 2 Yu, Chun ...and 391 more Authors all top 5 Cited in 64 Serials 47 Computational Statistics and Data Analysis 32 Advances in Data Analysis and Classification. ADAC 25 Statistics and Computing 21 Journal of Classification 18 Journal of Multivariate Analysis 8 Journal of Statistical Computation and Simulation 7 Journal of Statistical Planning and Inference 7 Statistical Methods and Applications 6 Computational Statistics 6 Communications in Statistics. Simulation and Computation 6 Communications in Statistics. Theory and Methods 5 International Journal of Approximate Reasoning 5 Journal of Applied Statistics 5 The Annals of Applied Statistics 4 The Annals of Statistics 4 Information Sciences 4 Journal of the American Statistical Association 4 Test 3 The Canadian Journal of Statistics 3 Statistical Papers 3 Statistical Modelling 3 Journal of Machine Learning Research (JMLR) 3 Electronic Journal of Statistics 3 Journal of Agricultural, Biological, and Environmental Statistics 2 The American Statistician 2 Metrika 2 Annals of the Institute of Statistical Mathematics 2 Biometrics 2 Journal of Econometrics 2 Theory and Decision 2 Pattern Recognition 2 Applied Mathematics. Series B (English Edition) 2 Soft Computing 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Physica A 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 Data Mining and Knowledge Discovery 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 Journal of Computational and Graphical Statistics 1 International Journal of Advances in Engineering Sciences and Applied Mathematics 1 Journal of Theoretical Biology all top 5 Cited in 18 Fields 278 Statistics (62-XX) 23 Numerical analysis (65-XX) 22 Computer science (68-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Probability theory and stochastic processes (60-XX) 6 Biology and other natural sciences (92-XX) 4 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 General algebraic systems (08-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 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Citations by Year