Foto del docente

Christian Martin Hennig

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Publications

Christian Hennig, Parameters not empirically identifiable or distinguishable, including correlation between Gaussian observations, «STATISTICAL PAPERS», 2024, 65, pp. 771 - 794 [Scientific article]Open Access

Iven Van Mechelen; Anne-Laure Boulesteix; Rainer Dangl; Nema Dean; Christian Hennig; Friedrich Leisch; Douglas Steinley; Matthijs J. Warrens, A white paper on good research practices in benchmarking: The case of cluster analysis, «WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY», 2023, 13, Article number: e1511 , pp. 1 - 20 [Scientific article]Open Access

Akhanli, SE; Hennig, C, Clustering of football players based on performance data and aggregated clustering validity indexes, «JOURNAL OF QUANTITATIVE ANALYSIS IN SPORTS», 2023, 19, pp. 103 - 123 [Scientific article]

Hennig, Christian, Probability Models in Statistical Data Analysis: Uses, Interpretations, Frequentism-as-Model, in: Handbook of the History and Philosophy of Mathematical Practice, Cham, Bharath Sriraman, 2023, pp. 1 - 49 [Chapter or essay]

Shamsudheen, Iqbal; Hennig, Christian, Should We Test the Model Assumptions Before Running a Model-based Test?, «JOURNAL OF DATA SCIENCE, STATISTICS, AND VISUALISATION», 2023, 3, Article number: 3 , pp. 1 - 40 [Scientific article]Open Access

Hennig, The ambition of absolute agreement in mathematics, and deviations from it. (Open peer commentary of "Random Walks as a Royal Road to E-STEAM in Math Education" by Amaranta Valdes-Zorrilla, Daniela Diaz-Rojas, Leslie Jimenez, Jorge Soto-Andrade), «CONSTRUCTIVIST FOUNDATIONS», 2023, 18, pp. 279 - 282 [Comment or similar]

Christian Hennig; Gabriele D'Angella, A comparison of different clustering approaches for high-dimensional presence-absence data, in: Andriëtte Bekker, Johannes T. Ferreira, Mohammad Arashi, Ding-Geng Chen, Innovations in Multivariate Statistical Modeling, Cham, Springer, 2022, pp. 299 - 318 [Chapter or essay]

Hennig, C; Coretto, P, An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture-based clustering, «AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS», 2022, 64, pp. 230 - 254 [Scientific article]Open Access

Christian Hennig, An empirical comparison and characterisation of nine popular clustering methods, «ADVANCES IN DATA ANALYSIS AND CLASSIFICATION», 2022, 16, pp. 201 - 229 [Scientific article]Open Access

Christian Hennig, Discussion of "Assumption-lean inference for generalised linear model parameters", «JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY», 2022, 84, pp. 698 - 699 [Comment or similar]

Hennig, Christian, The controversy over p-values as an illustration of the difficulty of statistics: response to Mayo (2022), «CONSERVATION BIOLOGY», 2022, 36, pp. e13987 - e13987 [Comment or similar]

Ullmann T.; Hennig C.; Boulesteix A.-L., Validation of cluster analysis results on validation data: A systematic framework, «WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY», 2022, 12, Article number: e1444 , pp. 1 - 19 [Scientific article]Open Access

Hennig C., Christian Hennig’s contribution to the Discussion of ‘Testing by betting: A strategy for statistical and scientific communication’ by Glenn Shafer, «JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY», 2021, 184, pp. 446 - 447 [Comment or similar]

Batool F.; Hennig C., Clustering with the Average Silhouette Width, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2021, 158, Article number: 107190 , pp. 1 - 18 [Scientific article]Open Access

Hennig, C, Contributed Discussion of Paganin, S., Herring, A. F. , Olshan, A. F. , Dunson, D. B., and The National Birth Defects Prevention Study: "Centered Partition Processes: Informative Priors for Clustering", «BAYESIAN ANALYSIS», 2021, 16, pp. 359 - 360 [Comment or similar]Open Access

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