Search Results for author: Martin Schnuerch

Found 2 papers, 2 papers with code

Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application

1 code implementation7 Dec 2023 Lukas Schumacher, Martin Schnuerch, Andreas Voss, Stefan T. Radev

To validate our models, we assess whether the inferred parameter trajectories align with the patterns and sequences of the experimental manipulations.

Decision Making

A Deep Learning Method for Comparing Bayesian Hierarchical Models

2 code implementations27 Jan 2023 Lasse Elsemüller, Martin Schnuerch, Paul-Christian Bürkner, Stefan T. Radev

Bayesian model comparison (BMC) offers a principled approach for assessing the relative merits of competing computational models and propagating uncertainty into model selection decisions.

Decision Making Model Selection +1

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