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Bayesian statistics and Markov Chain Monte Carlo (MCMC) algorithms have found their place in the field of Cosmology.
R.M. Neal et al., Mcmc using hamiltonian dynamics , Handbook of markov chain monte carlo 2
1901
Earlier work this paper cites.
1901
Earlier work this paper cites.
1901
Earlier work this paper cites.
1903
Earlier work this paper cites.
1904
Earlier work this paper cites.
1919
Earlier work this paper cites.
R.A. Fisher, The logic of inductive inference , Journal of the royal statistical society 98
1935
Earlier work this paper cites.
1948
Earlier work this paper cites.
N. Metropolis, A.W. Rosenbluth, M.N. Rosenbluth, A.H. Teller and E. Teller, Equation of state calculations by fast computing machines , The journal of chemical physics 21
1953
Earlier work this paper cites.
S. Tsujikawa, Quintessence: A Review , Class. Quant. Grav. 30
1961
Earlier work this paper cites.
W.K. Hastings, Monte Carlo Sampling Methods Using Markov Chains and Their Applications , Biometrika 57
1970
Earlier work this paper cites.
S. Geman and D. Geman, Stochastic relaxation, gibbs distributions, and the bayesian restoration of images , IEEE Transactions on pattern analysis and machine intelligence (1984) 721
1984
Earlier work this paper cites.
R. Wald, General relativity. the university of chicago , Chicago. Sect 6
1984
Earlier work this paper cites.
J.C. Mather et al., A Preliminary measurement of the Cosmic Microwave Background spectrum by the Cosmic Background Explorer (COBE) satellite , Astrophys. J. Lett. 354
1990
Earlier work this paper cites.
J. Geweke et al., Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments , vol. 196, Federal Reserve Bank of Minneapolis, Research Department Minneapolis, MN (1991)
1991
Earlier work this paper cites.
A. Gelman, D.B. Rubin et al., Inference from iterative simulation using multiple sequences , Statistical science 7
1992
Earlier work this paper cites.
R. Blandford and R. Narayan, Cosmological applications of gravitational lensing , Annual review of astronomy and astrophysics 30
1992
Earlier work this paper cites.
S.-J. Sin, Late-time phase transition and the galactic halo as a bose liquid , Physical Review D 50
1994
Earlier work this paper cites.
V. Trimble, The 1920 shapley-curtis discussion: background, issues, and aftermath , Publications of the Astronomical Society of the Pacific 107
1995
Earlier work this paper cites.
W.R. Gilks, S. Richardson and D. Spiegelhalter, Markov chain Monte Carlo in practice , Chapman and Hall/CRC (1995)
1995
Earlier work this paper cites.
A.H. Jaffe, H0 and odds on cosmology , Astrophys. J. 471
1996
Earlier work this paper cites.
J.-w. Lee and I.-g. Koh, Galactic halos as boson stars , Phys. Rev. D 53
1996
Earlier work this paper cites.
U. Seljak and M. Zaldarriaga, A Line of sight integration approach to cosmic microwave background anisotropies , Astrophys. J. 469
1996
Earlier work this paper cites.
M. Kamionkowski, A. Kosowsky and A. Stebbins, Statistics of cosmic microwave background polarization , Physical Review D 55
1997
Earlier work this paper cites.
S.P. Brooks and A. Gelman, General methods for monitoring convergence of iterative simulations , Journal of computational and graphical statistics 7
1998
Earlier work this paper cites.
A.G. Riess, A.V. Filippenko, P. Challis, A. Clocchiatti, A. Diercks, P.M. Garnavich et al., Observational evidence from supernovae for an accelerating universe and a cosmological constant , The Astronomical Journal 116
1998
Earlier work this paper cites.
Supernova Search Team
1998
Earlier work this paper cites.
M. Zaldarriaga, U. Seljak and E. Bertschinger, Integral solution for the microwave background anisotropies in nonflat universes , Astrophys. J. 494
1998
Earlier work this paper cites.
F.S. Guzman, T. Matos and H. Villegas, Scalar fields as dark matter in spiral galaxies: comparison with experiments , Astronomische Nachrichten: News in Astronomy and Astrophysics 320
1999
Earlier work this paper cites.
Supernova Cosmology Project
1999
Earlier work this paper cites.
M. Kamionkowski and A. Kosowsky, The cosmic microwave background and particle physics , Annual Review of Nuclear and Particle Science 49
1999
Earlier work this paper cites.
O. Lahav, S.L. Bridle, M.P. Hobson, A.N. Lasenby and L. Sodre, Jr., Bayesian ‘hyper-parameters’ approach to joint estimation: the hubble constant from cmb measurements , Mon. Not. Roy. Astron. Soc. 315
2000
Earlier work this paper cites.
T. Matos and F.S. Guzman, Scalar fields as dark matter in spiral galaxies , Class. Quant. Grav. 17
2000
Earlier work this paper cites.
M. Zaldarriaga and U. Seljak, Cmbfast for spatially closed universes , Astrophys. J. Suppl. 129
2000
Earlier work this paper cites.
A. Lewis, A. Challinor and A. Lasenby, Efficient computation of CMB anisotropies in closed FRW models , Astrophys. J. 538
2000
Earlier work this paper cites.
K.M. Hanson, Markov chain monte carlo posterior sampling with the hamiltonian method , in Medical Imaging 2001: Image Processing , vol. 4322, pp. 456–467, International Society for Optics and Photonics, 2001
2001
Earlier work this paper cites.
A. Mohammad-Djafari, Bayesian inference for inverse problems , in Bayesian Inference and Maximum Entropy Methods in Science and Engineering , R.L. Fry, ed., vol. 617 of American Institute of Physics Conference Series , pp. 477–496, May, 2002, DOI [ physics/0110093 ]
2002
Earlier work this paper cites.
M.P. Hobson, S.L. Bridle and O. Lahav, Combining cosmological datasets: hyperparameters and bayesian evidence , Mon. Not. Roy. Astron. Soc. 335
2002
Earlier work this paper cites.
A. Lewis and S. Bridle, Cosmological parameters from CMB and other data: A Monte Carlo approach , Phys. Rev. D 66
2002
Earlier work this paper cites.
A. Refregier, Weak gravitational lensing by large-scale structure , Annual Review of Astronomy and Astrophysics 41
2003
Earlier work this paper cites.
A.R. Liddle, How many cosmological parameters? , Mon. Not. Roy. Astron. Soc. 351
2004
Earlier work this paper cites.
O. Cappé, A. Guillin, J.M. Marin and C.P. Robert, Population Monte Carlo , Journal of Computational and Graphical Statistics 13
2004
Cited alongside, same era.
2004
Cited alongside, same era.
S. Borgani, G. Murante, V. Springel, A. Diaferio, K. Dolag, L. Moscardini et al., X-ray properties of galaxy clusters and groups from a cosmological hydrodynamical simulation , Monthly Notices of the Royal Astronomical Society 348
2004
Cited alongside, same era.
M. Doran, CMBEASY: an object oriented code for the cosmic microwave background , JCAP 10
2005
Cited alongside, same era.
W.H. Press, S.A. Teukolsky, W.T. Vetterling and B.P. Flannery, Numerical recipes 3rd edition: The art of scientific computing , Cambridge university press (2007)
2013
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2013
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2013
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M. Hasselfield, M. Hilton, T.A. Marriage, G.E. Addison, L.F. Barrientos, N. Battaglia et al., The atacama cosmology telescope: Sunyaev-zel’dovich selected galaxy clusters at 148 ghz from three seasons of data , Journal of Cosmology and Astroparticle Physics 2013
2013
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2007
Cited alongside, same era.
D. Samtleben, S. Staggs and B. Winstein, The cosmic microwave background for pedestrians: A review for particle and nuclear physicists , Annu. Rev. Nucl. Part. Sci. 57
2007
Cited alongside, same era.
K.M. Smith, O. Zahn and O. Dore, Detection of gravitational lensing in the cosmic microwave background , Physical Review D 76
2007
Cited alongside, same era.
S. Habib, K. Heitmann, D. Higdon, C. Nakhleh and B. Williams, Cosmic calibration: Constraints from the matter power spectrum and the cosmic microwave background , Physical Review D 76
2007
Cited alongside, same era.
J. Rudd and K. Whelan, Modeling inflation dynamics: A critical review of recent research , Journal of Money, Credit and Banking 39
2007
Cited alongside, same era.
R. Trotta, Bayes in the sky: Bayesian inference and model selection in cosmology , Contemp. Phys. 49
2008
Cited alongside, same era.
A. Vázquez-González and T. Matos, La materia oscura del universo: retos y perspectivas , Revista mexicana de física E 54
2008
Cited alongside, same era.
2008
Cited alongside, same era.
2013
Later among the works it cites.
B. Audren, J. Lesgourgues, K. Benabed and S. Prunet, Monte python: Monte carlo code for class in python , Astrophysics Source Code Library (2013)
2013
Later among the works it cites.
O. Lahav and A.R. Liddle, The Cosmological Parameters 2014 , 1401.1389
2014
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S.M. Ross, Introduction to probability models , Academic press (2014)
2014
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D. Baumann, Cosmology, part iii mathematical tripos , University lecture notes (2014)
2014
Later among the works it cites.
M. Sharif and S. Azeem, Dark energy models and cosmic acceleration with anisotropic universe in f (t) gravity , Communications in Theoretical Physics 61
2014
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2015
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A. Liddle, An introduction to modern cosmology , John Wiley & Sons (2015)
2015
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2015
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2015
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2015
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2015
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2016
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2016
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P. Bull et al., Beyond Λ \Lambda CDM: Problems, solutions, and the road ahead , Phys. Dark Univ. 12
2016
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2016
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2016
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A. Schneider, R. Teyssier, D. Potter, J. Stadel, J. Onions, D.S. Reed et al., Matter power spectrum and the challenge of percent accuracy , Journal of Cosmology and Astroparticle Physics 2016
2016
Later among the works it cites.
S. Sharma, Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy , araa series 55
2017
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K. Arun, S. Gudennavar and C. Sivaram, Dark matter, dark energy, and alternate models: A review , Advances in Space Research 60
2017
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2017
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2017
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2017
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2017
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G.-B. Zhao et al., Dynamical dark energy in light of the latest observations , Nature Astron. 1
2017
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2017
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2018
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2018
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R.G. Vishwakarma and J.V. Narlikar, Is it no Longer Necessary to Test Cosmologies with Type Ia Supernovae? , Universe 4
2018
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S. Staggs, J. Dunkley and L. Page, Recent discoveries from the cosmic microwave background: a review of recent progress , Reports on Progress in Physics 81
2018
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R. Mandelbaum, Weak lensing for precision cosmology , Annual Review of Astronomy and Astrophysics 56
2018
Later among the works it cites.
R. Medel, I. Gomez, J.A. Vazquez and R. Garcia, An introduction to markov chain monte carlo , Boletin de Estadistica e Investigacion Operativa 37
2021
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“Model checking and diagnostics.” https://pymc-devs.github.io/pymc/modelchecking.html , 2021
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“emcee.” http://dfm.io/emcee/current/ , 2021
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“What is a Supernova.” https://www.nasa.gov/audience/forstudents/5-8/features/nasa-knows/what-is-a-supernova.html , 2021
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“SDSS-II/SNLS3 Joint Light-curve Analysis.” http://supernovae.in2p3.fr/sdss_snls_jla/ReadMe.html#sec-4-1 , 2021
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