55 citations · 170 across the 7 of their papers we have counts for
7 papers
The EDGE-CALIFA Survey: Exploring the Star Formation Law through Variable Selection
Biprateep Dey, Erik Rosolowsky, Yixian Cao +10
We present a multilinear analysis to determine the significant predictors of star formation in galaxies using the combined EDGE-CALIFA sample of galaxies. We analyze 1845 kpc-scale…
TurbuStat: Turbulence Statistics in Python
Eric W. Koch, Erik W. Rosolowsky, Ryan D. Boyden +4
We present TurbuStat (v1.0): a Python package for computing turbulence statistics in spectral-line data cubes. TurbuStat includes implementations of fourteen methods for recovering…
Identifying Tools for Comparing Simulations and Observations of Spectral-line Data Cubes
Eric W. Koch, Caleb G. Ward, Stella Offner +2
We present a statistical framework to compare spectral-line data cubes of molecular clouds and use the framework to perform an analysis of various statistical tools developed from…
Monte Carlo based Designs for Constrained Domains
Shirin Golchi, Jason L. Loeppky
Space filling designs are central to studying complex systems in various areas of science. They are used for obtaining an overall understanding of the behaviour of the response ove…
A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit
Giuseppe Burtini, Jason Loeppky, Ramon Lawrence
Adaptive and sequential experiment design is a well-studied area in numerous domains. We survey and synthesize the work of the online statistical learning paradigm referred to as m…
The Problem with Assessing Statistical Methods
Abigail Arnold, Jason Loeppky
In this paper, we investigate the problem of assessing statistical methods and effectively summarizing results from simulations. Specifically, we consider problems of the type wher…
Comparing Simulated Emission from Molecular Clouds Using Experimental Design
Miayan Yeremi, Mallory Flynn, Stella Offner +2
We propose a new approach to comparing simulated observations that enables us to determine the significance of the underlying physical effects. We utilize the methodology of experi…