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Philipp F. M. Baumann

ETH Zurich (from arXiv:2003.02208, 2020) · ORCID · OpenAlex

8 papers in scope · 8 published · 2 on the econ.EM arXiv · 37 citations · h-index 4 (over the papers listed here)

Related authors

The 3 authors closest to this one in our weighted citation graph, most related first.

  1. Enzo Rossi
  2. Michael Schomaker
  3. Alexander Volkmann

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(2 of 8)

Deep interpretable ensembles
published2026 · Neurocomputing
with Lucas Kook, Andrea Götschi, Torsten Hothorn, Beate Sick
Neurocomputing
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo
published2024 · Journal of Statistical Software · 2 citations
with Lucas Kook, Oliver Dürr, Beate Sick, David Rügamer
Journal of Statistical Software
What drives inflation and how? Evidence from additive mixed models selected by cAIC
published2023 · Frontiers in Applied Mathematics and Statistics · 6 citations · first circulated 2020
with Enzo Rossi, Alexander Volkmann
Paper profile Frontiers in Applied Mathematics and Statistics arXiv:2006.06274
Probabilistic time series forecasts with autoregressive transformation models
published2023 · Statistics and Computing · 6 citations · first circulated 2021
with David Rügamer, Thomas Kneib, Torsten Hothorn
Statistics and Computing
deepregression : A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression
published2023 · Journal of Statistical Software · 8 citations · first circulated 2021
with David Rügamer, Chris Kolb, Cornelius Fritz, Florian Pfisterer, Philipp Kopper, Bernd Bischl, Ruolin Shen, Christina Bukas, Lisa Barros de Andrade e Sousa, Dominik Thalmeier, Lucas Kook, Nadja Klein, …
Journal of Statistical Software
Doubly Robust Estimation of Average Treatment Effects on the Treated through Marginal Structural Models
published2023 · Observational Studies · 1 citations
with Michael Schomaker
Observational Studies
Selective inference for additive and linear mixed models
published2021 · Computational Statistics & Data Analysis · 1 citations · first circulated 2020
with David Rügamer, Sonja Greven
Computational Statistics & Data Analysis
Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation
published2021 · Journal of Causal Inference · 13 citations · first circulated 2020
with Michael Schomaker, Enzo Rossi, Rossi Enzo
Paper profile Journal of Causal Inference arXiv:2003.02208

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.