← All authors Christian Hennig University of Bologna (per OpenAlex) · ORCID · OpenAlex
42 papers in scope · 42 published · 1 on the econ.EM arXiv · 2,971 citations · h-index 19 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Xiaoxia Shi Gregory A. Cox Eric Mbakop Javier Espinosa Alexander Torgovitsky Leonard Goff Andrés Santos Graham Elliott Nikolay Kudrin Kirill Ponomarev Hiroaki Kaido Jörg Stoye Isaiah Andrews Azeem M. Shaikh Philipp Ketz Lujie Zhou Zheng Fang Francesca Molinari Jonathan Roth Elie Tamer Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 42)
Approaches to biological species delimitation based on genetic and spatial dissimilarity
published 2026 · Advances in Data Analysis and Classification · first circulated 2024
with Gabriele d’Angella
Getting (more out of) Graphics: Practice and Principles of Data Visualisation
published 2025 · Journal of the Royal Statistical Society Series A (Statistics in Society)
published 2025 · Statistical Methods & Applications · first circulated 2021
Special issue on “Advances in clustering, classification and related methods”
published 2025 · Advances in Data Analysis and Classification
with Paolo Giordani, Julien Jacques, Carla Rampichini
Consistency for constrained maximum likelihood estimation and clustering based on mixtures of elliptically-symmetric distributions under general data generating processes
published 2025 · Journal of Multivariate Analysis · first circulated 2023
with Pietro Coretto
The quantile‐based classifier with variable‐wise parameters
published 2025 · Canadian Journal of Statistics · 3 citations · first circulated 2024
with Marco Berrettini, Cinzia Viroli
Christian Hennig’s contribution to the Discussion of ‘Safe testing’ by Grünwald, de Heide, and Koolen
published 2024 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
Should We Test the Model Assumptions Before Running a Model-based Test?
published 2023 · Journal of Data Science Statistics and Visualisation · 5 citations · first circulated 2019
with Iqbal Shamsudheen, Mohd Iqbal Shamsudheen
Clustering of football players based on performance data and aggregated clustering validity indexes
published 2023 · Journal of Quantitative Analysis in Sports · 12 citations · first circulated 2022
with Serhat Emre Akhanlı
Parameters not empirically identifiable or distinguishable, including correlation between Gaussian observations
published 2023 · Statistical Papers · 3 citations · first circulated 2021
Christian Hennig's contribution to the Discussion of ‘Assumption-Lean Inference for Generalised Linear Model Parameters’ by Vansteelandt and Dukes
published 2022 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
An empirical comparison and characterisation of nine popular clustering methods
published 2022 · Advances in Data Analysis and Classification · 29 citations · first circulated 2021
An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture‐based clustering
published 2021 · Australian & New Zealand Journal of Statistics · first circulated 2020
with Pietro Coretto
Christian Hennig’s Contribution to The Discussion of ‘Testing by Betting: A Strategy for Statistical and Scientific Communication’ by Glenn Shafer
published 2021 · Journal of the Royal Statistical Society Series A (Statistics in Society)
Clustering with the Average Silhouette Width
published 2021 · Computational Statistics & Data Analysis · 210 citations · first circulated 2019
with Fatima Batool
Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes
published 2020 · Statistics and Computing · 64 citations
with Serhat Emre Akhanlı
Multiple Perspectives on Inference for Two Simple Statistical Scenarios
published 2019 · The American Statistician · 55 citations · first circulated 2018
Exploration of the variability of variable selection based on distances between bootstrap sample results
published 2019 · Advances in Data Analysis and Classification · 11 citations
with Willi Sauerbrei
Quantile-based clustering
published 2019 · Electronic Journal of Statistics
with Cinzia Viroli, Laura Anderlucci
A constrained regression model for an ordinal response with ordinal predictors
published 2018 · Statistics and Computing · 1 citations
Beyond Subjective and Objective in Statistics
published 2017 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 253 citations · first circulated 2015
Using clustering of rankings to explain brand preferences with personality and socio-demographic variables
published 2017 · Journal of Applied Statistics · 17 citations
with Daniel Müllensiefen, Hedie Howells
Robust Improper Maximum Likelihood: Tuning, Computation, and a Comparison With Other Methods for Robust Gaussian Clustering
published 2016 · Journal of the American Statistical Association · 70 citations
with Pietro Coretto
Quantile-based classifiers
published 2016 · Biometrika · 19 citations · first circulated 2013
with Cinzia Viroli
Recovering the number of clusters in data sets with noise features using feature rescaling factors
published 2015 · Information Sciences · 357 citations
with Renato Cordeiro de Amorim
Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters
published 2015 · Statistics and Computing · 35 citations
with Chien-Ju Lin
A Commentary on Noyce, Küssner and Sollich: Quantifying Shapes
published 2013 · Empirical Musicology Review
The 2nd special issue on advances in mixture models
published 2013 · Computational Statistics & Data Analysis · 13 citations
with Dankmar Böhning, Geoffrey J. McLachlan, Paul D. McNicholas
Discussion of “Model-based clustering with non-normal mixture distributions” by S. X. Lee and G. J. McLachlan
published 2013 · Statistical Methods & Applications · 17 citations
Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions
published 2010 · Journal of Statistical Planning and Inference · 52 citations
with Pietro Coretto
Within-Subject Comparison of Changes in a Pretest-Posttest Design
published 2010 · Applied Psychological Measurement · 8 citations
with Daniel Müllensiefen, Jens Bargmann
A simulation study to compare robust clustering methods based on mixtures
published 2010 · Advances in Data Analysis and Classification · 47 citations
with Pietro Coretto
A smoothing principle for the Huber and other location M-estimators
published 2010 · Computational Statistics & Data Analysis · 29 citations
Methods for merging Gaussian mixture components
published 2010 · Advances in Data Analysis and Classification · 248 citations
Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods
published 2007 · Journal of Multivariate Analysis · 196 citations
Cluster-wise assessment of cluster stability
published 2006 · Computational Statistics & Data Analysis · 828 citations
Asymmetric Linear Dimension Reduction for Classification
published 2004 · Journal of Computational and Graphical Statistics · 38 citations
Clusters, outliers, and regression: fixed point clusters
published 2003 · Journal of Multivariate Analysis · 42 citations
Distance-based parametric bootstrap tests for clustering of species ranges
published 2003 · Computational Statistics & Data Analysis · 47 citations
with Bernhard Hausdorf
Validating visual clusters in large datasets: fixed point clusters of spectral features
published 2002 · Computational Statistics & Data Analysis · 16 citations
with N. Christlieb
Identifiablity of Models for Clusterwise Linear Regression
published 2000 · Journal of Classification · 243 citations
Weighted Combination of Prior and Sample Information and Parameter Estimation
published 1976 · Mathematische Operationsforschung Statistik · 3 citations
with H. Bunke, Wolfgahg H. Schmidt
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