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Bayesian inference from photometric redshift surveys

JOURNAL ARTICLE published 11 September 2012 in Monthly Notices of the Royal Astronomical Society

Authors: Jens Jasche | Benjamin D. Wandelt

Bayesian inference of stellar parameters and interstellar extinction using parallaxes and multiband photometry

JOURNAL ARTICLE published 11 February 2011 in Monthly Notices of the Royal Astronomical Society

Authors: C. A. L. Bailer-Jones

Bayesian power-spectrum inference for large-scale structure data

JOURNAL ARTICLE published 21 July 2010 in Monthly Notices of the Royal Astronomical Society

Authors: Jens Jasche | Francisco S. Kitaura | Benjamin D. Wandelt | Torsten A. Enßlin

Hierarchical Bayesian inference of galaxy redshift distributions from photometric surveys

JOURNAL ARTICLE published 21 August 2016 in Monthly Notices of the Royal Astronomical Society

Authors: Boris Leistedt | Daniel J. Mortlock | Hiranya V. Peiris

Accelerated Bayesian inference using deep learning

JOURNAL ARTICLE published 21 July 2020 in Monthly Notices of the Royal Astronomical Society

Authors: Adam Moss

Cosmological parameters, shear maps and power spectra from CFHTLenS using Bayesian hierarchical inference

JOURNAL ARTICLE published 21 April 2017 in Monthly Notices of the Royal Astronomical Society

Authors: Justin Alsing | Alan Heavens | Andrew H. Jaffe

Bayesian non-linear large-scale structure inference of the Sloan Digital Sky Survey Data Release 7

JOURNAL ARTICLE published 21 November 2010 in Monthly Notices of the Royal Astronomical Society

Authors: Jens Jasche | Francisco S. Kitaura | Cheng Li | Torsten A. Enßlin

Fast Bayesian inference for slow-roll inflation

JOURNAL ARTICLE published 21 April 2014 in Monthly Notices of the Royal Astronomical Society

Authors: Christophe Ringeval

Computational statistics using the Bayesian Inference Engine

JOURNAL ARTICLE published 11 September 2013 in Monthly Notices of the Royal Astronomical Society

Authors: Martin D. Weinberg

Bayesian inference of galaxy formation from theK-band luminosity function of galaxies: tensions between theory and observation

JOURNAL ARTICLE published 1 April 2012 in Monthly Notices of the Royal Astronomical Society

Authors: Yu Lu | H. J. Mo | Neal Katz | Martin D. Weinberg

Bayesian inference for pulsar-timing models

JOURNAL ARTICLE published 11 May 2014 in Monthly Notices of the Royal Astronomical Society

Authors: Sarah J. Vigeland | Michele Vallisneri

Halo detection via large-scale Bayesian inference

JOURNAL ARTICLE published 1 August 2016 in Monthly Notices of the Royal Astronomical Society

Authors: Alexander I. Merson | Jens Jasche | Filipe B. Abdalla | Ofer Lahav | Benjamin Wandelt | D. Heath Jones | Matthew Colless

Matrix-free large-scale Bayesian inference in cosmology

JOURNAL ARTICLE published 21 February 2015 in Monthly Notices of the Royal Astronomical Society

Authors: Jens Jasche | Guilhem Lavaux

BAMBI: blind accelerated multimodal Bayesian inference

JOURNAL ARTICLE published January 2012 in Monthly Notices of the Royal Astronomical Society

Authors: Philip Graff | Farhan Feroz | Michael P. Hobson | Anthony Lasenby

Direct parameter inference from global EoR signal with Bayesian statistics

JOURNAL ARTICLE published 1 March 2020 in Monthly Notices of the Royal Astronomical Society

Research funded by National Key R&D Programme of China (2018YFA0404600) | Chinese Academy of Sciences (XDB23010300,QYZDY-SSW-SLH022)

Authors: Junhua Gu | Jingying Wang

A dust spectral energy distribution model with hierarchical Bayesian inference – I. Formalism and benchmarking

JOURNAL ARTICLE published 11 May 2018 in Monthly Notices of the Royal Astronomical Society

Authors: Frédéric Galliano

Fast Bayesian inference for exoplanet discovery in radial velocity data

JOURNAL ARTICLE published 21 April 2015 in Monthly Notices of the Royal Astronomical Society

Authors: Brendon J. Brewer | Courtney P. Donovan

Efficient Bayesian inference for multimodal problems in cosmology

JOURNAL ARTICLE published July 2007 in Monthly Notices of the Royal Astronomical Society

Authors: J. R. Shaw | M. Bridges | M. P. Hobson

Trans-dimensional Bayesian inference for gravitational lens substructures

JOURNAL ARTICLE published 11 January 2016 in Monthly Notices of the Royal Astronomical Society

Authors: Brendon J. Brewer | David Huijser | Geraint F. Lewis

Deep learning Bayesian inference for low-luminosity active galactic nuclei spectra

JOURNAL ARTICLE published 14 December 2021 in Monthly Notices of the Royal Astronomical Society

Research funded by Fundação de Amparo à Pesquisa do Estado de São Paulo (2016/24857-6,2017/01461-2,2019/10054-7)

Authors: Ivan Almeida | Roberta Duarte | Rodrigo Nemmen