The quantile-based classifier with variable-wise parameters

Authors: Berrettini, Marco, Hennig, Christian, Viroli, Cinzia

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2404.13589

Full-Aluminium-Powermodule

Authors: Hennig, Christian, Bockholt, Yannick, Eisele, Ronald, Bicakci, Aylin, Nageler, Nils, Kobinger, Tjark, Lorbeer, Bennet, Hoffart, Alina, Ritz, Birthe

Source: 2023 IMAPS Nordic Conference on Microelectronics Packaging (NordPac) Microelectronics Packaging (NordPac), 2023 IMAPS Nordic Conference on. :1-6 Jun, 2023

Relation: 2023 IMAPS Nordic Conference on Microelectronics Packaging (NordPac)

Approaches to biological species delimitation based on genetic and spatial dissimilarity

Authors: d'Angella, Gabriele, Hennig, Christian

Subject Terms: Quantitative Biology - Populations and Evolution, Statistics - Applications, Statistics - Methodology

Access URL: http://arxiv.org/abs/2401.12126

Consistency for constrained maximum likelihood estimation and clustering based on mixtures of elliptically-symmetric distributions under general data generating processes

Authors: Coretto, Pietro, Hennig, Christian

Subject Terms: Mathematics - Statistics Theory, Statistics - Machine Learning, 62H30, 62F35

Access URL: http://arxiv.org/abs/2311.06108

Choice of trimming proportion and number of clusters in robust clustering based on trimming

Authors: García-Escudero, Luis Angel, Hennig, Christian, Mayo-Iscar, Agustín, Morelli, Gianluca, Riani, Marco

Subject Terms: Statistics - Methodology, Statistics - Computation

Access URL: http://arxiv.org/abs/2309.08468

Some issues in robust clustering

Authors: Hennig, Christian

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/2308.14478

Onset of a conceptual outline map to get a hold on the jungle of cluster analysis

Authors: Van Mechelen, Iven, Hennig, Christian, Kiers, Henk A. L.

Source: WIREs Data Mining and Knowledge Discovery, 2024, 14, e1547

Subject Terms: Statistics - Other Statistics, 62H30

Access URL: http://arxiv.org/abs/2304.13406

Clustering of football players based on performance data and aggregated clustering validity indexes

Authors: Akhanli, Serhat, Hennig, Christian

Subject Terms: Statistics - Applications, 62H30

Access URL: http://arxiv.org/abs/2204.09793

A comparison of different clustering approaches for high-dimensional presence-absence data

Authors: d'Angella, Gabriele, Hennig, Christian

Subject Terms: Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/2108.09243

Parameters not empirically identifiable or distinguishable, including correlation between Gaussian observations

Authors: Hennig, Christian

Subject Terms: Mathematics - Statistics Theory, 62F99, 62G99, 62H30

Access URL: http://arxiv.org/abs/2108.09227

Inference for the proportional odds cumulative logit model with monotonicity constraints for ordinal predictors and ordinal response

Authors: Espinosa-Brito, Javier, Hennig, Christian

Subject Terms: Economics - Econometrics, Statistics - Methodology

Access URL: http://arxiv.org/abs/2107.04946

Validation of cluster analysis results on validation data: A systematic framework

Authors: Ullmann, Theresa, Hennig, Christian, Boulesteix, Anne-Laure

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2103.01281

An empirical comparison and characterisation of nine popular clustering methods

Authors: Hennig, Christian

Subject Terms: Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/2102.03645

An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture based clustering

Authors: Hennig, Christian, Coretto, Pietro

Subject Terms: Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/2009.00921

Probability Models in Statistical Data Analysis: Uses, Interpretations, Frequentism-As-Model

Authors: Hennig, Christian

Subject Terms: Statistics - Other Statistics, Statistics - Methodology, 62A01

Access URL: http://arxiv.org/abs/2007.05748

Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes

Authors: Akhanli, Serhat Emre, Hennig, Christian

Subject Terms: Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/2002.01822

Minkowski distances and standardisation for clustering and classification of high dimensional data

Authors: Hennig, Christian

Subject Terms: Statistics - Methodology, 62H30

Access URL: http://arxiv.org/abs/1911.13272

Clustering with the Average Silhouette Width

Authors: Batool, Fatima, Hennig, Christian

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, 62H30, I.5.3

Access URL: http://arxiv.org/abs/1910.11339

Should we test the model assumptions before running a model-based test?

Authors: Shamsudheen, M. Iqbal, Hennig, Christian

Subject Terms: Statistics - Methodology, 62F03

Access URL: http://arxiv.org/abs/1908.02218

Many perspectives on Deborah Mayo's 'Statistical Inference as Severe Testing: How to Get Beyond the Statistics Wars'

Authors: Gelman, Andrew, Haig, Brian, Hennig, Christian, Owen, Art, Cousins, Robert, Young, Stan, Robert, Christian, Yanofsky, Corey, Wagenmakers, E. J., Kenett, Ron, Lakeland, Daniel

Subject Terms: Statistics - Other Statistics

Access URL: http://arxiv.org/abs/1905.08876