1.6k citations
- University of Wisconsin–MilwaukeeUS18 papers
- West Virginia UniversityUS18 papers
- Eötvös Loránd UniversityHU17 papers
- Goddard Space Flight CenterUS17 papers
- Hillsdale CollegeUS17 papers
- Lafayette CollegeUS17 papers
- National Radio Astronomy ObservatoryUS17 papers
- University of British ColumbiaCA17 papers
- McGill UniversityCA16 papers
- Swinburne University of TechnologyAU16 papers
- University of TorontoCA16 papers
- University of East AngliaGB14 papers
Showing 2017Show all
3 papers · 1 filter
astro-ph.IM2017★ 25 cited
How proper are Bayesian models in the astronomical literature?
Hyungsuk Tak, Sujit K. Ghosh, Justin A. Ellis
The well-known Bayes theorem assumes that a posterior distribution is a probability distribution. However, the posterior distribution may no longer be a probability distribution if…
stat.ML2017★ 3 cited
Learning Registered Point Processes from Idiosyncratic Observations
Hongteng Xu, Lawrence Carin, Hongyuan Zha
A parametric point process model is developed, with modeling based on the assumption that sequential observations often share latent phenomena, while also possessing idiosyncratic…
stat.ME2017★ 14 cited
Robust and Accurate Inference via a Mixture of Gaussian and Student's t Errors
Hyungsuk Tak, Justin A. Ellis, Sujit K. Ghosh
A Gaussian measurement error assumption, i.e., an assumption that the data are observed up to Gaussian noise, can bias any parameter estimation in the presence of outliers. A heavy…