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Flexible Negative Binomial Mixtures for Credible Mode Inference in Heterogeneous Count Data from Finance, Economics and Bioinformatics
(CAMP Working Paper Series;09/2024, Working paper, 2024-08-29)In several scientific fields, such as finance, economics and bioinformatics, important theoretical and practical issues exist involving multimodal and asymmetric count data distributions due to heterogeneity of the underlying ... -
Applied Econometric Studies in Political Representation and Mobilization
(Series of Dissertations;, Doctoral thesis, 2025)Abstract Chapter 1: Child Penalties in Politics Women tend to experience a substantial decline in their labour income after their first child is born, while men do not. Do such ‘child penalties’ also exist in the political ... -
This Is Not My Job: Understanding Antecedents and Outcomes of Illegitimate Task
(Series of Dissertations;, Doctoral thesis, 2024)Illegitimate tasks, defined as tasks perceived as either unreasonable or unnecessary (Semmer et al., 2010), violate what can be reasonably expected from employees’ current job roles. In the first article of the thesis, we ... -
A Comparative Study on Large Language Models for Log Parsing
(Chapter, 2024)Most software systems used in production generate system logs that provide a rich source of information about the status and execution behavior of the system. These logs are commonly used to ensure the reliability and ... -
Handling Distinct Correlated Effects with CCE
(Journal article; Peer reviewed, 2024)The common correlated effects (CCE) approach by Pesaran is a popular method for estimating panel data models with interactive effects. Due to its simplicity, i.e., unobserved common factors are approximated with cross-section ...