Identification of high-energy astrophysical point sources via hierarchical Bayesian nonparametric clustering
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Alessandra R. Brazzale | Andrea Sottosanti | Mauro Bernardi | David A. van Dyk | David C. Stenning | Roberto Trotta | D. V. Dyk | Alex Geringer-Sameth | R. Trotta | A. Brazzale | M. Bernardi | D. Stenning | A. Geringer-Sameth | Andrea Sottosanti
[1] V. Dose,et al. Background-Source separation in astronomical images with Bayesian Probability Theory , 2009, 0903.2342.
[2] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[3] C. Kouveliotou,et al. A Chandra Search for Coronal X-Rays from the Cool White Dwarf GD 356 , 2006, astro-ph/0609585.
[4] P. Müller,et al. A Bayesian mixture model for differential gene expression , 2005 .
[5] V. Kashyap,et al. Determining X-Ray Source Intensity and Confidence Bounds in Crowded Fields , 2014, 1410.2564.
[6] T. Ensslin,et al. Denoising, deconvolving, and decomposing photon observations - Derivation of the D3PO algorithm , 2015 .
[7] Vinay L. Kashyap,et al. Bayesian Estimation of Hardness Ratios: Modeling and Computations , 2006 .
[8] C. Biller. Adaptive Bayesian Regression Splines in Semiparametric Generalized Linear Models , 2000 .
[9] Ryan E. Keeley,et al. Strong constraints on thermal relic dark matter from Fermi-LAT observations of the Galactic Center , 2020, 2003.10416.
[10] Radford M. Neal. Markov Chain Sampling Methods for Dirichlet Process Mixture Models , 2000 .
[11] Statistics, Handle with Care: Detecting Multiple Model Components with the Likelihood Ratio Test , 2002, astro-ph/0201547.
[12] Sergey E. Koposov,et al. Snake in the Clouds: a new nearby dwarf galaxy in the Magellanic bridge* , 2018, Monthly Notices of the Royal Astronomical Society.
[13] D. Blackwell. Discreteness of Ferguson Selections , 1973 .
[14] The Fermi-LAT Collaboration. Fermi Large Area Telescope Third Source Catalog , 2015, 1501.02003.
[15] Markus Ackermann,et al. Fermi Large Area Telescopeによる宇宙線電子非等方性の探査 , 2010 .
[16] Sylvia Frühwirth-Schnatter,et al. Dealing with Label Switching under Model Uncertainty , 2011 .
[17] David E. Jones,et al. DISENTANGLING OVERLAPPING ASTRONOMICAL SOURCES USING SPATIAL AND SPECTRAL INFORMATION , 2014, 1411.7447.
[18] R. Kass,et al. Bayesian curve-fitting with free-knot splines , 2001 .
[19] D. Thompson,et al. DEVELOPMENT OF THE MODEL OF GALACTIC INTERSTELLAR EMISSION FOR STANDARD POINT-SOURCE ANALYSIS OF FERMI LARGE AREA TELESCOPE DATA , 2016, 1602.07246.
[20] B -splines, hypergeometric functions, and Dirichlet averages , 1991 .
[21] Sergey E. Koposov,et al. The hidden giant: discovery of an enormous Galactic dwarf satellite in Gaia DR2 , 2018, Monthly Notices of the Royal Astronomical Society.
[22] P. Green,et al. Corrigendum: On Bayesian analysis of mixtures with an unknown number of components , 1997 .
[23] Fernando A. Quintana,et al. Bayesian Nonparametric Data Analysis , 2015 .
[24] M. Escobar. Estimating Normal Means with a Dirichlet Process Prior , 1994 .
[25] D. Burrows,et al. Determination of Confidence Limits for Experiments with Low Numbers of Counts , 1991 .
[26] Göran Kauermann,et al. Density estimation and comparison with a penalized mixture approach , 2012, Comput. Stat..
[27] Adrian F. M. Smith,et al. Automatic Bayesian curve fitting , 1998 .
[28] C. R. Deboor,et al. A practical guide to splines , 1978 .
[29] M. Knoetig. SIGNAL DISCOVERY, LIMITS, AND UNCERTAINTIES WITH SPARSE ON/OFF MEASUREMENTS: AN OBJECTIVE BAYESIAN ANALYSIS , 2014, 1406.2922.
[30] Analysis of energy spectra with low photon counts via Bayesian posterior simulation , 2001, astro-ph/0008170.
[31] S. Oliver,et al. Bayesian Methods of Astronomical Source Extraction , 2005, astro-ph/0512597.
[32] David J. Spiegelhalter,et al. Local computations with probabilities on graphical structures and their application to expert systems , 1990 .
[33] F. Feroz,et al. Multimodal nested sampling: an efficient and robust alternative to Markov Chain Monte Carlo methods for astronomical data analyses , 2007, 0704.3704.
[34] S. MacEachern,et al. A semiparametric Bayesian model for randomised block designs , 1996 .
[35] A. Brazzale,et al. Bayesian mixture modelling of the high-energy photon counts collected by the Fermi Large Area Telescope , 2020, Statistical Modelling.
[36] D. V. Dyk,et al. DETECTING UNSPECIFIED STRUCTURE IN LOW-COUNT IMAGES , 2015, 1510.04662.
[37] Jun S. Liu,et al. The Collapsed Gibbs Sampler in Bayesian Computations with Applications to a Gene Regulation Problem , 1994 .
[38] S. MacEachern,et al. Estimating mixture of dirichlet process models , 1998 .
[39] D. L. Bertsch,et al. The Likelihood Analysis of EGRET Data , 1996 .
[40] R. Trotta. Bayesian Methods in Cosmology , 2017, 1701.01467.
[41] T. Ensslin,et al. The denoised, deconvolved, and decomposed Fermi γ-ray sky - An application of the D3PO algorithm , 2014, 1410.4562.
[42] T. Ferguson. A Bayesian Analysis of Some Nonparametric Problems , 1973 .
[43] M. Escobar,et al. Bayesian Density Estimation and Inference Using Mixtures , 1995 .
[44] D. Thompson,et al. PRECISE γ-RAY TIMING AND RADIO OBSERVATIONS OF 17 FERMI γ-RAY PULSARS , 2010, 1011.2468.
[45] D. Ruppert,et al. Bayesian adaptive B-spline estimation in proportional hazards frailty models , 2010 .
[46] D. Finkbeiner,et al. Inference of Unresolved Point Sources at High Galactic Latitudes Using Probabilistic Catalogs , 2016, 1607.04637.
[47] F. Collaboration,et al. The Fermi Large Area Telescope On Orbit: Event Classification, Instrument Response Functions, and Calibration , 2012, 1206.1896.