Biography
Kathrin Gruber is an Assistant Professor at the Department of Econometrics at the Erasmus School of Economics and is also part of the sector plan SSH Breed (Theme 4: digital decision support). Her research focuses on high-dimensional and large scale econometric problems and their computational efficient solutions within probabilistic (exact & approximate Bayesian) formulations. She is also working on topics related to generalized linear/semiparametric mixed models, auxiliary information and prior specifications, uncertainty quantification in predictions (quantile models, deep ensembles) and probabilistic machine learning.
Master thesis related matters (incl. supervision, internships, graduation etc.) will only be considered when sent to masterthesis-baqm@ese.eur.nl
More information
Work
- Annika Camehl, Dennis Fok & Kathrin Gruber (2024) - On superlevel sets of conditional densities and multivariate quantile regression - Journal of Econometrics - doi: 10.1016/j.jeconom.2024.105807
- Markus Mueller, Kathrin Gruber & Dennis Fok (2023) - Continuous Diffusion for Mixed-Type Tabular Data - doi: 10.48550/arXiv.2312.10431 - [link]
- Patrick Mair, Yves Rosseel & Kathrin Gruber (2023) - CRAN Task View: Psychometric Models and Methods. - [link]
- Patrick Mair & Kathrin Gruber (2022) - Bayesian Explanatory Additive IRT Models - British Journal of Mathematical and Statistical Psychology, 75 (1), 59-87 - doi: 10.1111/bmsp.12245 - [link]
- P Mair, E Hofmann, Kathrin Gruber, R Hatzinger & A Zeileis (2015) - Motivation, Values, and Work Design as Drivers of Participation in the R Open Source Project - Proceedings of the National Academy of Sciences of the U.S.A., 112 (48) - doi: 10.1073/pnas.1506047112 - [link]
- Kathrin Gruber, Andreas Alfons, Achim Zeileis, Caroline Strobl & Florian Wickelmaier (2024) - International Workshop on Psychometric Computing (Organiser)
Activity: Organising and contributing to an event › Academic - Kathrin Gruber (2023) - On super-level sets of conditional multivariate densities for multiple-output quantile regression (Speaker)
Activity: Invited talk › Academic - Kathrin Gruber (2023) - A General Bayesian Approach to Quantile Regression with Applications in Marketing and Economics (Speaker)
Activity: Invited talk › Academic - Kathrin Gruber (2023) - Journal of Statistical Software (Journal) (Member of editorial board)
Activity: Editorial work › Academic - Kathrin Gruber (2023) - Vereniging voor Ordinatie en Classificatie (External organisation) (Member)
Activity: Membership of board › Academic
- Annika Schnucker, Dennis Fok & Kathrin Gruber (2022) - ERS IASC Young Researchers Award
Erasmus University Rotterdam
- Start date approval
- March 2023
- End date approval
- February 2026
- Place
- ROTTERDAM
- Description
- EGSH - Data Analysis with R
Thesis Hub Master Econometrics & MS
- Year
- 2024
- Course Code
- FEM61008H
Programming for Data Science&Marketing
- Year
- 2024
- Course Code
- FEM11151
Seminar Case Studies in QMarketing
- Year
- 2024
- Course Code
- FEM21001
