Martin Happ
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Pseudo-Ranks: The Better Way of Ranking? Open
Rank-based methods are frequently used in the life sciences, and in the empirical sciences in general. Among the best-known examples of nonparametric rank-based tests are the Wilcoxon-Mann-Whitney test and the Kruskal–Wallis test. However,…
View article: Floral Scents of a Deceptive Plant Are Hyperdiverse and Under Population-Specific Phenotypic Selection
Floral Scents of a Deceptive Plant Are Hyperdiverse and Under Population-Specific Phenotypic Selection Open
Floral scent is a key mediator in plant-pollinator interactions. However, little is known to what extent intraspecific scent variation is shaped by phenotypic selection, with no information yet in deceptive plants. In this study, we collec…
Pseudo-Ranks: The Better Way of Ranking? Open
Rank-based methods are frequently used in the life sciences, and in the empirical sciences in general. Among the best-known examples of nonparametric rank-based tests are the Wilcoxon-Mann-Whitney test and the Kruskal–Wallis test. However,…
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks Open
During the last decade, Machine Learning (ML) has increasingly become a hot topic in the field of Computer Networks and is expected to be gradually adopted for a plethora of control, monitoring and management tasks in real-world deployment…
The graph neural networking challenge Open
During the last decade, Machine Learning (ML) has increasingly become a hot topic in the field of Computer Networks and is expected to be gradually adopted for a plethora of control, monitoring and management tasks in real-world deployment…
Graph-neural-network-based delay estimation for communication networks with heterogeneous scheduling policies Open
Modeling communication networks to predict performance such as delay and jitter is important for evaluating and optimizing them. In recent years, neural networks have been used to do this, which may have advantages over existing models, fo…
View article: Floral scents of a deceptive plant are hyperdiverse and under population-specific phenotypic selection
Floral scents of a deceptive plant are hyperdiverse and under population-specific phenotypic selection Open
Floral scent is a key mediator in plant-pollinator interactions; however, little is known to what extent intraspecific scent variation is shaped by phenotypic selection, with no information yet in deceptive plants. We recorded 291 scent co…
Pseudo-Ranks: The Better Way of Ranking? Open
Rank-based methods are frequently used in the life sciences, and in the empirical sciences in general. Among the best-known examples of nonparametric rank-based tests are the Wilcoxon-Mann-Whitney test and the Kruskal-Wallis test. However,…
Pseudo-Ranks: How to Calculate Them Efficiently in <i>R</i> Open
Many popular nonparametric inferential methods are based on ranks. Among the most commonly used and most famous tests are for example the Wilcoxon-Mann-Whitney test for two independent samples, and the Kruskal-Wallis test for multiple inde…
HRM: An R Package for Analysing High-dimensional Multi-factor Repeated Measures Open
High-dimensional longitudinal data pose a serious challenge for statistical inference as many test statistics cannot be computed for high-dimensional data, or they do not maintain the nominal type-I error rate, or have very low power.There…