activity
20122017
most citedcosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation

83 citations · 276 across the 7 of their papers we have counts for

collaborators

7 papers

astro-ph.EP2017★ 61 cited

Insights on the Spectral Signatures of Stellar Activity and Planets from PCA

Allen B. Davis, Jessi Cisewski, Xavier Dumusque +2

Photospheric velocities and stellar activity features such as spots and faculae produce measurable radial velocity signals that currently obscure the detection of sub-meter-per-sec…

astro-ph.CO2016★ 8 cited

The Velocity Distribution Function of Galaxy Clusters as a Cosmological Probe

M. Ntampaka, H. Trac, J. Cisewski +1

We present a new approach for quantifying the abundance of galaxy clusters and constraining cosmological parameters using dynamical measurements. In the standard method, galaxy lin…

astro-ph.EP2015★ 45 cited

The Eccentricity Distribution of Short-Period Planet Candidates Detected by Kepler in Occultation

Megan Shabram, Brice-Olivier Demory, Jessi Cisewski +2

We characterize the eccentricity distribution of a sample of ~50 short-period planet candidates using transit and occultation measurements from NASA's Kepler Mission. First, we eva…

astro-ph.CO2015★ 83 cited

cosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation

E. E. O. Ishida, S. D. P. Vitenti, M. Penna-Lima +5

Approximate Bayesian Computation (ABC) enables parameter inference for complex physical systems in cases where the true likelihood function is unknown, unavailable, or computationa…

stat.ME2014★ 2 cited

Functional Regression for Quasar Spectra

Mattia Ciollaro, Jessi Cisewski, Peter Freeman +4

The Lyman-alpha forest is a portion of the observed light spectrum of distant galactic nuclei which allows us to probe remote regions of the Universe that are otherwise inaccessibl…

astro-ph.IM2014★ 36 cited

Nonparametric 3D map of the IGM using the Lyman-alpha forest

Jessi Cisewski, Rupert A. C. Croft, Peter E. Freeman +4

Visualizing the high-redshift Universe is difficult due to the dearth of available data; however, the Lyman-alpha forest provides a means to map the intergalactic medium at redshif…