activity
20132017
most citedBayesian Evidence and Model Selection

93 citations · 275 across the 9 of their papers we have counts for

collaborators

9 papers

astro-ph.EP2017★ 11 cited

EXONEST: The Bayesian Exoplanetary Explorer

Kevin H. Knuth, Ben Placek, Daniel Angerhausen +4

The fields of astronomy and astrophysics are currently engaged in an unprecedented era of discovery as recent missions have revealed thousands of exoplanets orbiting other stars. W…

astro-ph.IM2017★ 11 cited

Analyzing Exoplanet Phase Curve Information Content: Toward Optimized Observing Strategies

Ben Placek, Daniel Angerhausen, Kevin H. Knuth

Secondary eclipses and phase curves reveal information about the reflectivity and heat distribution in exoplanet atmospheres. The phase curve is composed of a combination of reflec…

astro-ph.EP2017★ 4 cited

Simultaneous multicolour optical and near-IR transit photometry of GJ 1214b with SOFIA

D. Angerhausen, C. Dreyer, B. Placek +24

The benchmark exoplanet GJ 1214b is one of the best studied transiting planets in the transition zone between rocky Earth-sized planets and gas or ice giants. This class of super-E…

astro-ph.EP2016★ 33 cited

Predictable patterns in planetary transit timing variations and transit duration variations due to exomoons

René Heller, Michael Hippke, Ben Placek +2

We present new ways to identify single and multiple moons around extrasolar planets using planetary transit timing variations (TTVs) and transit duration variations (TDVs). For pla…

astro-ph.IM2015★ 15 cited

Combining Photometry From Kepler and TESS to Improve Short-Period Exoplanet Characterization

Ben Placek, Kevin H. Knuth, Daniel Angerhausen

Planets emit thermal radiation and reflect incident light that they recieve from their host stars. As a planet orbits it's host star the photometric variations associated with thes…

astro-ph.EP2015★ 41 cited

Characterization of Kepler-91b and the Investigation of a Potential Trojan Companion Using EXONEST

Ben Placek, Kevin H. Knuth, Daniel Angerhausen +1

Presented here is an independent re-analysis of the Kepler light curve of Kepler-91 (KIC 8219268). Using the EXONEST software package, which provides both Bayesian parameter estima…

stat.ME2014★ 93 cited

Bayesian Evidence and Model Selection

Kevin H. Knuth, Michael Habeck, Nabin K. Malakar +2

In this paper we review the concepts of Bayesian evidence and Bayes factors, also known as log odds ratios, and their application to model selection. The theory is presented along…

astro-ph.EP2014★ 6 cited

A Bayesian Analysis of HAT-P-7b Using the EXONEST Algorithm

Ben Placek, Kevin H. Knuth

The study of exoplanets (planets orbiting other stars) is revolutionizing the way we view our universe. High-precision photometric data provided by the Kepler Space Telescope (Kepl…

astro-ph.EP2013★ 61 cited

EXONEST: Bayesian Model Selection Applied to the Detection and Characterization of Exoplanets Via Photometric Variations

Ben Placek, Kevin H. Knuth, Daniel Angerhausen

EXONEST is an algorithm dedicated to detecting and characterizing the photometric signatures of exoplanets, which include reflection and thermal emission, Doppler boosting, and ell…