1 code implementation • 21 Jun 2023 • Lukas Heinrich, Siddharth Mishra-Sharma, Chris Pollard, Philipp Windischhofer
When analyzing real-world data it is common to work with event ensembles, which comprise sets of observations that collectively constrain the parameters of an underlying model of interest.
no code implementations • 28 Apr 2023 • Malte Algren, Tobias Golling, Manuel Guth, Chris Pollard, John Andrew Raine
We present an alternative to reweighting techniques for modifying distributions to account for a desired change in an underlying conditional distribution, as is often needed to correct for mis-modelling in a simulated sample.
no code implementations • 19 Jul 2021 • Chris Pollard, Philipp Windischhofer
Stochastic simulators are an indispensable tool in many branches of science.
