Markov chain Monte Carlo in practice
Markov chain Monte Carlo (MCMC) is an essential set of tools for estimating features of
probability distributions commonly encountered in modern applications. For MCMC …
probability distributions commonly encountered in modern applications. For MCMC …
Binary black hole population properties inferred from the first and second observing runs of Advanced LIGO and Advanced Virgo
BP Abbott, R Abbott, TD Abbott… - The Astrophysical …, 2019 - iopscience.iop.org
The second LIGO/Virgo observing run (O2) spanned 9 months between 2016 November
and 2017 August, building on the first, 4-month run (O1) in 2015. The LIGO/Virgo …
and 2017 August, building on the first, 4-month run (O1) in 2015. The LIGO/Virgo …
Data analysis recipes: Using markov chain monte carlo
DW Hogg, D Foreman-Mackey - The Astrophysical Journal …, 2018 - iopscience.iop.org
Abstract Markov Chain Monte Carlo (MCMC) methods for sampling probability density
functions (combined with abundant computational resources) have transformed the …
functions (combined with abundant computational resources) have transformed the …
The Mass of the Milky Way from the H3 Survey
The mass of the Milky Way is a critical quantity that, despite decades of research, remains
uncertain within a factor of two. Until recently, most studies have used dynamical tracers in …
uncertain within a factor of two. Until recently, most studies have used dynamical tracers in …
Galaxy And Mass Assembly (GAMA): bulge-disc decomposition of KiDS data in the nearby Universe
S Casura, J Liske, ASG Robotham… - Monthly Notices of …, 2022 - academic.oup.com
We derive single Sérsic fits and bulge-disc decompositions for 13 096 galaxies at redshifts
z< 0.08 in the GAMA II equatorial survey regions in the Kilo-Degree Survey (KiDS) g, r, and i …
z< 0.08 in the GAMA II equatorial survey regions in the Kilo-Degree Survey (KiDS) g, r, and i …
Clearing the hurdle: The mass of globular cluster systems as a function of host galaxy mass
GM Eadie, WE Harris, A Springford - The Astrophysical Journal, 2022 - iopscience.iop.org
Current observational evidence suggests that all large galaxies contain globular clusters
(GCs), while the smallest galaxies do not. Over what galaxy mass range does the transition …
(GCs), while the smallest galaxies do not. Over what galaxy mass range does the transition …
[PDF][PDF] Logistic regression.
JM Hilbe - International encyclopedia of statistical science, 2011 - encyclopediaofmath.org
Logistic regression is the most common method used to model binary response data. When
the response is binary, it typically takes the form of 1/0, with 1 generally indicating a success …
the response is binary, it typically takes the form of 1/0, with 1 generally indicating a success …
Blueprint for nanoscale NMR
I Schwartz, J Rosskopf, S Schmitt, B Tratzmiller… - Scientific reports, 2019 - nature.com
Nitrogen vacancy (NV) centers in diamond have been used as ultrasensitive magnetometers
to perform nuclear magnetic resonance (NMR) spectroscopy of statistically polarized …
to perform nuclear magnetic resonance (NMR) spectroscopy of statistically polarized …
[HTML][HTML] A Bayesian approach for predicting food and beverage sales in staff canteens and restaurants
Accurate demand forecasting is one of the key aspects for successfully managing
restaurants and staff canteens. In particular, properly predicting future sales of menu items …
restaurants and staff canteens. In particular, properly predicting future sales of menu items …
The HERBAL model: A hierarchical errors-in-variables Bayesian lognormal hurdle model for galactic globular cluster populations
Galaxy stellar mass is known to be monotonically related to the size of the galaxy's globular
cluster (GC) population for Milky Way sized and larger galaxies. However, the relation …
cluster (GC) population for Milky Way sized and larger galaxies. However, the relation …