Paul-Christian Burkner
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
E-post
[email protected]
Forskningsgrupp
- Professorship Vehtari Aki, Visitor (Faculty)
Publikationer
Detecting and diagnosing prior and likelihood sensitivity with power-scaling
Noa Kallioinen, Topi Paananen, Paul Christian Bürkner, Aki Vehtari
2024
Modeling public opinion over time and space : Trust in state institutions in Europe, 1989-2019
Marta Kołczyńska, Paul Christian Bürkner, Lauren Kennedy, Aki Vehtari
2024
A Review of Applications of the Bayes Factor in Psychological Research
Daniel W. Heck, Udo Boehm, Florian Böing-Messing, Paul Christian Bürkner, Koen Derks, Zoltan Dienes, Qianrao Fu, Xin Gu, Diana Karimova, Henk A.L. Kiers, Irene Klugkist, Rebecca M. Kuiper, Michael D. Lee, Roger Leenders, Hidde J. Leplaa, Maximilian Linde, Alexander Ly, Marlyne Meijerink-Bosman, Mirjam Moerbeek, Joris Mulder, Bence Palfi, Felix D. Schönbrodt, Jorge N. Tendeiro, Don van den Bergh, Caspar J.Van Lissa, Don van Ravenzwaaij, Wolf Vanpaemel, Eric Jan Wagenmakers, Donald R. Williams, Mariëlle Zondervan-Zwijnenburg, Herbert Hoijtink
2023
Simulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity
Martin Modrak, Angie H. Moon, Kim Shinyoung, Paul-Christian Burkner, Niko Huurre, Kateřina Faltejsková, Andrew Gelman, Aki Vehtari
2023
Using reference models in variable selection
Federico Pavone, Juho Piironen, Paul Christian Bürkner, Aki Vehtari
2023
Amortized Bayesian Model Comparison With Evidential Deep Learning
Stefan T. Radev, Marco D'Alessandro, Ulf K. Mertens, Andreas Voss, Ullrich Kothe, Paul Christian Burkner
2023
Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming
Gabriel Riutort-Mayol, Paul Christian Bürkner, Michael R. Andersen, Arno Solin, Aki Vehtari
2023
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models
Alejandro Catalina, Paul Burkner, Aki Vehtari
2022
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151
Atlas of type 2 dopamine receptors in the human brain: Age and sex dependent variability in a large PET cohort
Tuulia Malén, Tomi Karjalainen, Janne Isojärvi, Aki Vehtari, Paul Christian Bürkner, Vesa Putkinen, Valtteri Kaasinen, Jarmo Hietala, Pirjo Nuutila, Juha Rinne, Lauri Nummenmaa
2022
Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison
Teemu Säilynoja, Paul Christian Bürkner, Aki Vehtari
2022