Get started
Keyword

nested sampling

Description: Nested sampling is a computational method for estimating Bayesian evidence and exploring probability distributions, also used in numerical integration.
Wikidata ID: wiki/Q17148751
OpenAlex ID: keywords/nested-sampling
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
2009 · F. Feroz, M. P. Hobson, et al. · Monthly Notices of the Royal Astronomical Society · 2,962
PDF
Geostatistics for Environmental Scientists
2001 · Technometrics · 2,458
dynesty: a dynamic nested sampling package for estimating Bayesian posteriors and evidences
2020 · Joshua S Speagle · Monthly Notices of the Royal Astronomical Society · 2,232
PDF
Nested sampling for general Bayesian computation
2006 · John Skilling · Bayesian Analysis · 1,670
PDF
Multimodal nested sampling: an efficient and robust alternative to Markov Chain Monte Carlo methods for astronomical data analyses
2008 · F. Feroz, M. P. Hobson · Monthly Notices of the Royal Astronomical Society · 1,664
PDF
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
2013 · F. Feroz, M. P. Hobson, et al. · 1,297
Data Analysis
2006 · D S Sivia · 998
Importance Nested Sampling and the MultiNest Algorithm
2019 · Farhan Feroz, Michael P. Hobson, et al. · The Open Journal of Astrophysics · 974
PDF
Nested Sampling
2004 · John Skilling · AIP conference proceedings · 953
Statistical methods in soil and land resource survey
1991 · Choice Reviews Online · 804
The imprint of the geographical, evolutionary and ecological context on species–area relationships
2005 · Stina Drakare, Jack J. Lennon, et al. · Ecology Letters · 632
A Mixed Methods Investigation of Mixed Methods Sampling Designs in Social and Health Science Research
2007 · Kathleen M. T. Collins, Anthony J. Onwuegbuzie, et al. · Journal of Mixed Methods Research · 552
polychord : nested sampling for cosmology
2015 · W. J. Handley, M. P. Hobson, et al. · Monthly Notices of the Royal Astronomical Society Letters · 506
PDF
polychord: next-generation nested sampling
2015 · W. J. Handley, M. P. Hobson, et al. · Monthly Notices of the Royal Astronomical Society · 503
PDF
Spatial Heterogeneity Explains the Scale Dependence of the Native–exotic Diversity Relationship
2005 · Kendi F. Davies, Peter Chesson, et al. · Ecology · 481
An introduction to Bayesian inference in gravitational-wave astronomy: Parameter estimation, model selection, and hierarchical models
2019 · Eric Thrane, Colm Talbot · Publications of the Astronomical Society of Australia · 465
PDF
UltraNest - a robust, general purpose Bayesian inference engine
2021 · Johannes Buchner · The Journal of Open Source Software · 450
On the inner workings of Monte Carlo codes
2013 · David Dubbeldam, Ariana Torres-Knoop, et al. · Molecular Simulation · 423
PDF
A Nested Sampling Algorithm for Cosmological Model Selection
2006 · Pia Mukherjee, David Parkinson, et al. · The Astrophysical Journal · 355
PDF
juliet: a versatile modelling tool for transiting and non-transiting exoplanetary systems
2019 · Néstor Espinoza, Diana Kossakowski, et al. · Monthly Notices of the Royal Astronomical Society · 348
PDF
Constraints on Cosmic-ray Propagation Models From a Global Bayesian Analysis
2011 · R. Trotta, G. Jóhannesson, et al. · The Astrophysical Journal · 332
PDF
The best inflationary models after Planck
2014 · Jérôme Martin, Christophe Ringeval, et al. · Journal of Cosmology and Astroparticle Physics · 319
PDF
Parametrizing the exoplanet eccentricity distribution with the Beta distribution
2013 · David M. Kipping · Monthly Notices of the Royal Astronomical Society Letters · 315
PDF
Bayesian strong gravitational-lens modelling on adaptive grids: objective detection of mass substructure in Galaxies
2008 · S. Vegetti, L. V. E. Koopmans · Monthly Notices of the Royal Astronomical Society · 310
PDF
A Large Catalog of Accurate Distances to Local Molecular Clouds: The Gaia DR2 Edition
2019 · Catherine Zucker, Joshua S. Speagle, et al. · The Astrophysical Journal · 291
PDF
Works count: 1,353
Citation count: 40,000
Year
Topic
Type