228 citations · 1.7k across the 41 of their papers we have counts for
41 papers
Bayesian inference: More than Bayes's theorem
Thomas J. Loredo, Robert L. Wolpert
Bayesian inference gets its name from *Bayes's theorem*, expressing posterior probabilities for hypotheses about a data generating process as the (normalized) product of prior prob…
Splines 'n Lines: Rest-frame galaxy spectral energy distributions via Bayesian functional data analysis
David Kent, Tamás Budavári, Thomas J. Loredo +1
Survey-based measurements of the spectral energy distributions (SEDs) of galaxies have flux density estimates on badly misaligned grids in rest-frame wavelength. The shift to rest…
The Infrared Database of Extragalactic Observables from Spitzer. -- II. The Database & The Diagnostic Power of Crystalline Silicate Features in Galaxy Spectra
H. W. W. Spoon, A. Hernán Caballero, D. Rupke +6
We present the Infrared Database of Extragalactic Observables from Spitzer (IDEOS), a homogeneous, publicly available, database of 77 fitted mid-infrared observables in the 5.4-36u…
GPU-Accelerated Hierarchical Bayesian Inference with Application to Modeling Cosmic Populations: CUDAHM
János M. Szalai-Gindl, Thomas J. Loredo, Brandon C. Kelly +3
We describe a computational framework for hierarchical Bayesian inference with simple (typically single-plate) parametric graphical models that uses graphics processing units (GPUs…
An open-source Bayesian atmospheric radiative transfer (BART) code: III. Initialization, atmospheric profile generator, post-processing routines, and application to exoplanet WASP-43b
Jasmina Blecic, Joseph Harrington, Patricio E. Cubillos +12
This and companion papers by Harrington et al. 2021, submitted and Cubillos et al. 2021, submitted describe an open-source retrieval framework, Bayesian Atmospheric Radiative Trans…
An Open-Source Bayesian Atmospheric Radiative Transfer (BART) Code: I. Design, Tests, and Application to Exoplanet HD 189733 b
Joseph Harrington, Michael D. Himes, Patricio E. Cubillos +14
We present the open-source Bayesian Atmospheric Radiative Transfer (BART) retrieval package, which produces estimates and uncertainties for an atmosphere's thermal profile and chem…