Search Results for author: Allen Caldwell

Found 6 papers, 3 papers with code

BAT.jl -- A Julia-based tool for Bayesian inference

no code implementations7 Aug 2020 Oliver Schulz, Frederik Beaujean, Allen Caldwell, Cornelius Grunwald, Vasyl Hafych, Kevin Kröninger, Salvatore La Cagnina, Lars Röhrig, Lolian Shtembari

We describe the development of a multi-purpose software for Bayesian statistical inference, BAT. jl, written in the Julia language.

Bayesian Inference

Parallelizing MCMC Sampling via Space Partitioning

no code implementations7 Aug 2020 Vasyl Hafych, Philipp Eller, Oliver Schulz, Allen Caldwell

Finally, the approach yields an estimate of the integral of the target density function.

Computation Data Analysis, Statistics and Probability

Infections and Identified Cases of COVID-19 from Random Testing Data

1 code implementation19 May 2020 Allen Caldwell, Vasyl Hafych, Oliver Schulz, Lolian Shtembari

There are many hard-to-reconcile numbers circulating concerning Covid-19.

Populations and Evolution Physics and Society

Integration with an Adaptive Harmonic Mean Algorithm

no code implementations24 Aug 2018 Allen Caldwell, Philipp Eller, Vasyl Hafych, Rafael C. Schick, Oliver Schulz, Marco Szalay

Numerically estimating the integral of functions in high dimensional spaces is a non-trivial task.

Data Analysis, Statistics and Probability Instrumentation and Methods for Astrophysics High Energy Physics - Experiment

Is the bump significant? An axion-search example

1 code implementation18 Oct 2017 Frederik Beaujean, Allen Caldwell, Olaf Reimann

Many experiments in physics involve searching for a localized excess over background expectations in an observed spectrum.

High Energy Physics - Experiment Computation Methodology

A Test Statistic for Weighted Runs

1 code implementation18 May 2010 Frederik Beaujean, Allen Caldwell

A new test statistic based on success runs of weighted deviations is introduced.

Statistics Theory Statistics Theory Primary 62G10, secondary 05A17, 60C05, 62P35

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