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.
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)
Activiteit: Organising and contributing to an event › Academic - Kathrin Gruber (2023) - On super-level sets of conditional multivariate densities for multiple-output quantile regression (Speaker)
Activiteit: Invited talk › Academic - Kathrin Gruber (2023) - A General Bayesian Approach to Quantile Regression with Applications in Marketing and Economics (Speaker)
Activiteit: Invited talk › Academic - Kathrin Gruber (2023) - Journal of Statistical Software (Journal) (Member of editorial board)
Activiteit: Editorial work › Academic - Kathrin Gruber (2023) - Vereniging voor Ordinatie en Classificatie (External organisation) (Member)
Activiteit: Membership of board › Academic
- Annika Schnucker, Dennis Fok & Kathrin Gruber (2022) - ERS IASC Young Researchers Award
Erasmus University Rotterdam
- Start date approval
- maart 2023
- End date approval
- februari 2026
- Place
- ROTTERDAM
- Description
- EGSH - Data Analysis with R
Programming for Data Science&Marketing
- Year
- 2024
- Course Code
- FEM11151
Seminar Case Studies in QMarketing
- Year
- 2024
- Course Code
- FEM21001
Thesis Hub Master Econometrics & MS
- Year
- 2024
- Course Code
- FEM61008H
