292 citations · 813 across the 13 of their papers we have counts for
4 papers · 1 filter
emcee v3: A Python ensemble sampling toolkit for affine-invariant MCMC
Daniel Foreman-Mackey, Will M. Farr, Manodeep Sinha +10
emcee is a Python library implementing a class of affine-invariant ensemble samplers for Markov chain Monte Carlo (MCMC). This package has been widely applied to probabilistic mode…
The Growing Importance of a Tech Savvy Astronomy and Astrophysics Workforce
Dara Norman, Kelle Cruz, Vandana Desai +26
Fundamental coding and software development skills are increasingly necessary for success in nearly every aspect of astronomical and astrophysical research as large surveys and hig…
Astro2020 APC White Paper: Elevating the Role of Software as a Product of the Research Enterprise
Arfon M. Smith, Dara Norman, Kelle Cruz +42
Software is a critical part of modern research, and yet there are insufficient mechanisms in the scholarly ecosystem to acknowledge, cite, and measure the impact of research softwa…
Model dispersion with PRISM; an alternative to MCMC for rapid analysis of models
Ellert van der Velden, Alan R. Duffy, Darren Croton +2
We have built PRISM, a "Probabilistic Regression Instrument for Simulating Models". PRISM uses the Bayes linear approach and history matching to construct an approximation ('emulat…