Nested sampling for physical scientists

G Ashton, N Bernstein, J Buchner, X Chen… - Nature Reviews …, 2022 - nature.com
Abstract This Primer examines Skilling's nested sampling algorithm for Bayesian inference
and, more broadly, multidimensional integration. The principles of nested sampling are …

A survey of Monte Carlo methods for parameter estimation

D Luengo, L Martino, M Bugallo, V Elvira… - EURASIP Journal on …, 2020 - Springer
Statistical signal processing applications usually require the estimation of some parameters
of interest given a set of observed data. These estimates are typically obtained either by …

From inflation to black hole mergers and back again: Gravitational-wave data-driven constraints on inflationary scenarios with a first-principle model of primordial black …

G Franciolini, I Musco, P Pani, A Urbano - Physical Review D, 2022 - APS
Recent population studies have searched for a subpopulation of primordial black holes
(PBHs) in the gravitational-wave (GW) events so far detected by LIGO/Virgo/KAGRA (LVK) …

[HTML][HTML] mclust 5: clustering, classification and density estimation using Gaussian finite mixture models

L Scrucca, M Fop, TB Murphy, AE Raftery - The R journal, 2016 - ncbi.nlm.nih.gov
Finite mixture models are being used increasingly to model a wide variety of random
phenomena for clustering, classification and density estimation. mclust is a powerful and …

A terrestrial planet candidate in a temperate orbit around Proxima Centauri

G Anglada-Escudé, PJ Amado, J Barnes, ZM Berdiñas… - nature, 2016 - nature.com
At a distance of 1.295 parsecs, the red dwarf Proxima Centauri (α Centauri C, GL 551, HIP
70890 or simply Proxima) is the Sun's closest stellar neighbour and one of the best-studied …

Searching for a subpopulation of primordial black holes in LIGO-Virgo gravitational-wave data

G Franciolini, V Baibhav, V De Luca, KKY Ng… - Physical Review D, 2022 - APS
With several dozen binary black hole events detected by LIGO-Virgo to date and many more
expected in the next few years, gravitational-wave astronomy is shifting from individual …

Parameter estimation for compact binaries with ground-based gravitational-wave observations using the LALInference software library

J Veitch, V Raymond, B Farr, W Farr, P Graff, S Vitale… - Physical Review D, 2015 - APS
The Advanced LIGO and Advanced Virgo gravitational-wave (GW) detectors will begin
operation in the coming years, with compact binary coalescence events a likely source for …

Mining marketing meaning from online chatter: Strategic brand analysis of big data using latent dirichlet allocation

S Tirunillai, GJ Tellis - Journal of marketing research, 2014 - journals.sagepub.com
Online chatter, or user-generated content, constitutes an excellent emerging source for
marketers to mine meaning at a high temporal frequency. This article posits that this …

MrBayes 3.2: efficient Bayesian phylogenetic inference and model choice across a large model space

F Ronquist, M Teslenko, P Van Der Mark… - Systematic …, 2012 - academic.oup.com
Since its introduction in 2001, MrBayes has grown in popularity as a software package for
Bayesian phylogenetic inference using Markov chain Monte Carlo (MCMC) methods. With …

BAMM tools: an R package for the analysis of evolutionary dynamics on phylogenetic trees

DL Rabosky, M Grundler, C Anderson… - Methods in Ecology …, 2014 - Wiley Online Library
Understanding the dynamics of speciation, extinction and phenotypic evolution is a central
challenge in evolutionary biology. Here, we present BAMM tools, an r package for the …