Development of Novel Statistical Tools for the Analysis of Astronomical Data

Resultado final

Progress report on the activities of the consortium, presenting progress on the different projects, relevant publications, and development of relevant computer codes. This report will present activities related to all work packages, so the deliverable applies to all work packages.

Tool for SN Ia analysis

Software tool to perform a principled statistical analysis of SNIa data in highly structured Bayesian hierarchical models, along with relevant publications.

Tool for extended source analysis

Computational tool for quantifying the significance of marginally resolved structures in Poisson data. These tools will be supported by relevant publications and reports published in the projects website.

Tool for imaging analysis

Computational tool for fitting imaging data of galaxies. These tools will be accompanied by related publications / reports publicized at the project website.

SNe environment properties description

Publication reporting on the properties of supernova environments that are relevant for minimizing their residual scatter around the Hubble diagram

Diagnostic tool for stellar spectral type classification

Computational diagnostic tool for stellar spectral type classification. The tool will be accompanied by relevant publications / reports published in the project website.

Diagnostic tool for galaxy classification

Computational diagnostic tool for galaxy classification based on their spectroscopic properties. The tool will be supported by relevant publications / reports published in the project website.

Website

A website presenting the activities of the consortium, results, and providing a portal to computer codes that are developed through the activities of the program. The website will be updated continuously during the course of the program. This report will present information and results related to all work packages, so the deliverable applies to all work packages.

Publicaciones

On methods for correcting for the look-elsewhere effect in searches for new physics

Autores: S. Algeri, D.A. van Dyk, J. Conrad, B. Anderson
Publicado en: Journal of Instrumentation, Edición 11/12, 2016, Página(s) P12010-P12010, ISSN 1748-0221
Editor: Institute of Physics
DOI: 10.1088/1748-0221/11/12/P12010

DETECTING RELATIVISTIC X-RAY JETS IN HIGH-REDSHIFT QUASARS

Autores: Kathryn McKeough, Aneta Siemiginowska, C. C. Cheung, Łukasz Stawarz, Vinay L. Kashyap, Nathan Stein, Vasileios Stampoulis, David A. van Dyk, J. F. C. Wardle, N. P. Lee, D. E. Harris, D. A. Schwartz, Davide Donato, Laura Maraschi, Fabrizio Tavecchio
Publicado en: The Astrophysical Journal, Edición 833/1, 2016, Página(s) 123, ISSN 1538-4357
Editor: IOP
DOI: 10.3847/1538-4357/833/1/123

A global fit of the MSSM with GAMBIT

Autores: Peter Athron, Csaba Balázs, Torsten Bringmann, Andy Buckley, Marcin Chrząszcz, Jan Conrad, Jonathan M. Cornell, Lars A. Dal, Joakim Edsjö, Ben Farmer, Paul Jackson, Abram Krislock, Anders Kvellestad, Farvah Mahmoudi, Gregory D. Martinez, Antje Putze, Are Raklev, Christopher Rogan, Aldo Saavedra, Christopher Savage, Pat Scott, Nicola Serra, Christoph Weniger, Martin White
Publicado en: The European Physical Journal C, Edición 77/12, 2017, ISSN 1434-6044
Editor: Springer Verlag
DOI: 10.1140/epjc/s10052-017-5196-8

Status of the scalar singlet dark matter model

Autores: Peter Athron, Csaba Balázs, Torsten Bringmann, Andy Buckley, Marcin Chrząszcz, Jan Conrad, Jonathan M. Cornell, Lars A. Dal, Joakim Edsjö, Ben Farmer, Paul Jackson, Felix Kahlhoefer, Abram Krislock, Anders Kvellestad, James McKay, Farvah Mahmoudi, Gregory D. Martinez, Antje Putze, Are Raklev, Christopher Rogan, Aldo Saavedra, Christopher Savage, Pat Scott, Nicola Serra, Christoph Weniger, Marti
Publicado en: The European Physical Journal C, Edición 77/8, 2017, ISSN 1434-6044
Editor: Springer Verlag
DOI: 10.1140/epjc/s10052-017-5113-1

GAMBIT: the global and modular beyond-the-standard-model inference tool

Autores: Peter Athron, Csaba Balazs, Torsten Bringmann, Andy Buckley, Marcin Chrząszcz, Jan Conrad, Jonathan M. Cornell, Lars A. Dal, Hugh Dickinson, Joakim Edsjö, Ben Farmer, Tomás E. Gonzalo, Paul Jackson, Abram Krislock, Anders Kvellestad, Johan Lundberg, James McKay, Farvah Mahmoudi, Gregory D. Martinez, Antje Putze, Are Raklev, Joachim Ripken, Christopher Rogan, Aldo Saavedra, Christopher Savage, P
Publicado en: The European Physical Journal C, Edición 77/11, 2017, ISSN 1434-6044
Editor: Springer Verlag
DOI: 10.1140/epjc/s10052-017-5321-8

Comparison of statistical sampling methods with ScannerBit, the GAMBIT scanning module

Autores: Gregory D. Martinez, James McKay, Ben Farmer, Pat Scott, Elinore Roebber, Antje Putze, Jan Conrad
Publicado en: The European Physical Journal C, Edición 77/11, 2017, ISSN 1434-6044
Editor: Springer Verlag
DOI: 10.1140/epjc/s10052-017-5274-y

Standardizing Type Ia supernovae optical brightness using near-infrared rebrightening time

Autores: H. Shariff, S. Dhawan, X. Jiao, B. Leibundgut, R. Trotta, D. A. van Dyk
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 463/4, 2016, Página(s) 4311-4316, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stw2278

STACCATO: a novel solution to supernova photometric classification with biased training sets

Autores: E. A. Revsbech, R. Trotta, D. A. van Dyk
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 473/3, 2017, Página(s) 3969-3986, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stx2570

BAHAMAS: NEW ANALYSIS OF TYPE Ia SUPERNOVAE REVEALS INCONSISTENCIES WITH STANDARD COSMOLOGY

Autores: Hikmatali Shariff, Xiyun Jiao, Roberto Trotta, David A. van Dyk
Publicado en: The Astrophysical Journal, Edición 827/1, 2016, Página(s) 1, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/0004-637X/827/1/1

A hierarchical model for the ages of Galactic halo white dwarfs

Autores: Shijing Si, David A. van Dyk, Ted von Hippel, Elliot Robinson, Aaron Webster, David Stenning
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 468/4, 2017, Página(s) 4374-4388, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stx765

Deep Chandra Survey of the Small Magellanic Cloud. II. Timing Analysis of X-Ray Pulsars

Autores: JaeSub Hong, Vallia Antoniou, Andreas Zezas, Frank Haberl, Manami Sasaki, Jeremy J. Drake, Paul P. Plucinsky, Silas Laycock
Publicado en: The Astrophysical Journal, Edición 847/1, 2017, Página(s) 26, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/aa8953

BAYESIAN ANALYSIS OF TWO STELLAR POPULATIONS IN GALACTIC GLOBULAR CLUSTERS. II. NGC 5024, NGC 5272, AND NGC 6352

Autores: R. Wagner-Kaiser, D. C. Stenning, E. Robinson, T. von Hippel, A. Sarajedini, D. A. van Dyk, N. Stein, W. H. Jefferys
Publicado en: The Astrophysical Journal, Edición 826/1, 2016, Página(s) 42, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/0004-637X/826/1/42

BAYESIAN ANALYSIS OF TWO STELLAR POPULATIONS IN GALACTIC GLOBULAR CLUSTERS. I. STATISTICAL AND COMPUTATIONAL METHODS

Autores: D. C. Stenning, R. Wagner-Kaiser, E. Robinson, D. A. van Dyk, T. von Hippel, A. Sarajedini, N. Stein
Publicado en: The Astrophysical Journal, Edición 826/1, 2016, Página(s) 41, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/0004-637X/826/1/41

The Type Ia Supernova Color–Magnitude Relation and Host Galaxy Dust: A Simple Hierarchical Bayesian Model

Autores: Kaisey S. Mandel, Daniel M. Scolnic, Hikmatali Shariff, Ryan J. Foley, Robert P. Kirshner
Publicado en: The Astrophysical Journal, Edición 842/2, 2017, Página(s) 93, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/aa6038

The ACS survey of Galactic globular clusters – XIV. Bayesian single-population analysis of 69 globular clusters

Autores: R. Wagner-Kaiser, A. Sarajedini, T. von Hippel, D. C. Stenning, D. A. van Dyk, E. Jeffery, E. Robinson, N. Stein, J. Anderson, W. H. Jefferys
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 468/1, 2017, Página(s) 1038-1055, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stx544

Bayesian hierarchical modelling of initial–final mass relations acrossstar clusters

Autores: Shijing Si, David A van Dyk, Ted von Hippel, Elliot Robinson, Elizabeth Jeffery, David C Stenning
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 480/1, 2018, Página(s) 1300-1321, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty1913

Incorporating Uncertainties in Atomic Data into the Analysis of Solar and Stellar Observations: A Case Study in Fe xiii

Autores: Xixi Yu, Giulio Del Zanna, David C. Stenning, Jessi Cisewski-Kehe, Vinay L. Kashyap, Nathan Stein, David A. van Dyk, Harry P. Warren, Mark A. Weber
Publicado en: The Astrophysical Journal, Edición 866/2, 2018, Página(s) 146, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/aadfdd

Low-luminosity AGN and X-Ray Binary Populations in COSMOS Star-forming Galaxies

Autores: Francesca M. Fornasini, Francesca Civano, Giuseppina Fabbiano, Martin Elvis, Stefano Marchesi, Takamitsu Miyaji, Andreas Zezas
Publicado en: The Astrophysical Journal, Edición 865/1, 2018, Página(s) 43, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/aada4e

Extragalactic gamma-ray background from star-forming galaxies: Will empirical scalings suffice?

Autores: I Komis, V Pavlidou, A Zezas
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 483/3, 2018, Página(s) 4020-4030, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty3354

Do sub-galactic regions follow the galaxy-wide X-ray scaling relations? The example of NGC 3310 and NGC 2276

Autores: K Anastasopoulou, A Zezas, V Gkiokas, K Kovlakas
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 483/1, 2018, Página(s) 711-733, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty3131

Projected distances to host galaxy reduce SNIa dispersion

Autores: Ryley Hill, H Shariff, R Trotta, S Ali-Khan, X Jiao, Y Liu, S-K Moon, W Parker, M Paulus, D A van Dyk, L B Lucy
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 481/2, 2018, Página(s) 2766-2777, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty2510

A ∼60 day Super-orbital Period Originating from the Ultraluminous X-Ray Pulsar in M82

Autores: Murray Brightman, Fiona A. Harrison, Matteo Bachetti, Yanjun Xu, Felix Fürst, Dominic J. Walton, Andrew Ptak, Mihoko Yukita, Andreas Zezas
Publicado en: The Astrophysical Journal, Edición 873/2, 2019, Página(s) 115, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/ab0215

dart _ board: Binary Population Synthesis with Markov Chain Monte Carlo

Autores: Jeff J. Andrews, Andreas Zezas, Tassos Fragos
Publicado en: The Astrophysical Journal Supplement Series, Edición 237/1, 2018, Página(s) 1, ISSN 1538-4365
Editor: IoP
DOI: 10.3847/1538-4365/aaca30

The Star Formation Reference Survey – III. A multiwavelength view of star formation in nearby galaxies

Autores: Smriti Mahajan, M L N Ashby, S P Willner, P Barmby, G G Fazio, A Maragkoudakis, S Raychaudhury, A Zezas
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 482/1, 2018, Página(s) 560-577, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty2699

Multidimensional data-driven classification of emission-line galaxies

Autores: Vasileios Stampoulis, David A van Dyk, Vinay L Kashyap, Andreas Zezas
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 485/1, 2019, Página(s) 1085-1102, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stz330

A global analysis of dark matter signals from 27 dwarf spheroidal galaxies using 11 years of Fermi-LAT observations

Autores: Sebastian Hoof, Alex Geringer-Sameth, Roberto Trotta
Publicado en: Journal of Cosmology and Astroparticle Physics, Edición 2020/02, 2020, Página(s) 012-012, ISSN 1475-7516
Editor: Institute of Physics
DOI: 10.1088/1475-7516/2020/02/012

Calibration Concordance for Astronomical Instruments via Multiplicative Shrinkage

Autores: Yang Chen, Xiao-Li Meng, Xufei Wang, David A. van Dyk, Herman L. Marshall, Vinay L. Kashyap
Publicado en: Journal of the American Statistical Association, Edición 114/527, 2019, Página(s) 1018-1037, ISSN 0162-1459
Editor: American Statistical Association
DOI: 10.1080/01621459.2018.1528978

On the Origin of Black Hole Spin in High-mass X-Ray Binaries

Autores: Ying Qin, Pablo Marchant, Tassos Fragos, Georges Meynet, Vicky Kalogera
Publicado en: The Astrophysical Journal, Edición 870/2, 2019, Página(s) L18, ISSN 2041-8213
Editor: IoP
DOI: 10.3847/2041-8213/aaf97b

Deep Chandra Survey of the Small Magellanic Cloud. III. Formation Efficiency of High-mass X-Ray Binaries

Autores: Vallia Antoniou, Andreas Zezas, Jeremy J. Drake, Carles Badenes, Frank Haberl, Nicholas J. Wright, Jaesub Hong, Rosanne Di Stefano, Terrance J. Gaetz, Knox S. Long, Paul P. Plucinsky, Manami Sasaki, Benjamin F. Williams, P. Frank Winkler
Publicado en: The Astrophysical Journal, Edición 887/1, 2019, Página(s) 20, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/ab4a7a

The Complete Evolution of a Neutron-star Binary through a Common Envelope Phase Using 1D Hydrodynamic Simulations

Autores: Tassos Fragos, Jeff J. Andrews, Enrico Ramirez-Ruiz, Georges Meynet, Vicky Kalogera, Ronald E. Taam, Andreas Zezas
Publicado en: The Astrophysical Journal, Edición 883/2, 2019, Página(s) L45, ISSN 2041-8213
Editor: IoP
DOI: 10.3847/2041-8213/ab40d1

Testing One Hypothesis Multiple Times: The Multidimensional Case

Autores: Sara Algeri, David A. van Dyk
Publicado en: Journal of Computational and Graphical Statistics, 2020, Página(s) 1-14, ISSN 1061-8600
Editor: American Statistical Association
DOI: 10.1080/10618600.2019.1677474

Bayesian reconstruction of the Milky Way dark matter distribution

Autores: E.V. Karukes, M. Benito, F. Iocco, R. Trotta, A. Geringer-Sameth
Publicado en: Journal of Cosmology and Astroparticle Physics, Edición 2019/09, 2019, Página(s) 046-046, ISSN 1475-7516
Editor: Institute of Physics
DOI: 10.1088/1475-7516/2019/09/046

A diagnostic tool for the identification of supernova remnants

Autores: M Kopsacheili, A Zezas, I Leonidaki
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 491/1, 2020, Página(s) 889-902, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stz2594

Double neutron star formation: merger times, systemic velocities, and travel distances

Autores: Jeff J Andrews, Andreas Zezas
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 486/3, 2019, Página(s) 3213-3227, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stz1066

The origin of spin in binary black holes

Autores: Simone S. Bavera, Tassos Fragos, Ying Qin, Emmanouil Zapartas, Coenraad J. Neijssel, Ilya Mandel, Aldo Batta, Sebastian M. Gaebel, Chase Kimball, Simon Stevenson
Publicado en: Astronomy & Astrophysics, Edición 635, 2020, Página(s) A97, ISSN 0004-6361
Editor: Springer Verlag
DOI: 10.1051/0004-6361/201936204

The spin of the second-born black hole in coalescing binary black holes

Autores: Y. Qin, T. Fragos, G. Meynet, J. Andrews, M. Sørensen, H. F. Song
Publicado en: Astronomy & Astrophysics, Edición 616, 2018, Página(s) A28, ISSN 0004-6361
Editor: Springer Verlag
DOI: 10.1051/0004-6361/201832839

Young Stellar Objects in the Massive Star-forming Regions W51 and W43

Autores: G. Saral, J. L. Hora, M. Audard, X. P. Koenig, J. R. Mart?nez-Galarza, F. Motte, Q. Nguyen-Luong, A. T. Saygac, H. A. Smith
Publicado en: The Astrophysical Journal, Edición 839/2, 2017, Página(s) 108, ISSN 1538-4357
Editor: IoP
DOI: 10.3847/1538-4357/aa6575

Sub-galactic scaling relations between X-ray luminosity, star formation rate, and stellar mass

Autores: K Kouroumpatzakis, A Zezas, P Sell, K Kovlakas, P Bonfini, S P Willner, M L N Ashby, A Maragkoudakis, T H Jarrett
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 494/4, 2020, Página(s) 5967-5984, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa1063

X-raying the evolution of SN 1987A

Autores: Vinay L. Kashyap,David van Dyk, Katy McKeough, Frank Primini Diab Jerius, Akshay Gowrishankar, Aneta Siemiginowska, Andreas Zezas$
Publicado en: IAUS331 SN 1987A 30 Years Later, 2017
Editor: Cambridge University Press

Resultado final

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