21 citations · 25 across the 6 of their papers we have counts for
6 papers
On Agentic Behavioral Modeling
Dirk Ostwald, Rasmus Bruckner, Franziska Usée +3
Integrating theoretical neuroscience, decision theory, and probabilistic inference offers a promising route to understanding human cognition, yet concrete methodological bridges be…
cvBMS and cvBMA: filling in the gaps
Joram Soch
With this technical report, we provide mathematical and implementational details of cross-validated Bayesian model selection (cvBMS) and averaging (cvBMA) that could not be communi…
Linear Algebraic Number Theory, Part I: Foundations
Joram Soch
We introduce a new framework called linear algebraic number theory (LANT) that reformulates the number-theoretic problem as a regression model and solves it using matrix algebra. T…
Exceedance Probabilities for the Dirichlet Distribution
Joram Soch, Carsten Allefeld
We derive an efficient method to calculate exceedance probabilities (EP) for the Dirichlet distribution when the number of event types is larger than two. Also, we present an intui…
Kullback-Leibler Divergence for the Normal-Gamma Distribution
Joram Soch, Carsten Allefeld
We derive the Kullback-Leibler divergence for the normal-gamma distribution and show that it is identical to the Bayesian complexity penalty for the univariate general linear model…
Solution for the Indefinite Integral of the Standard Normal Probability Density Function
Joram Soch
Conventional wisdom assumes that the indefinite integral of the probability density function for the standard normal distribution cannot be expressed in finite elementary terms. Wh…