OUP accepted manuscript
TLDR
In this article , a simulated likelihood analysis of the galaxy clustering and weak lensing data from the Roman Space Telescope High Latitude Survey combined with CMB lensing from the Simons Observatory is undertaken, marginalizing over important astrophysical effects and calibration uncertainties.Abstract:
We explore synergies between the Nancy Grace Roman Space Telescope and CMB lensing data to constrain dark energy and modified gravity scenarios. A simulated likelihood analysis of the galaxy clustering and weak lensing data from the Roman Space Telescope High Latitude Survey combined with CMB lensing data from the Simons Observatory is undertaken, marginalizing over important astrophysical effects and calibration uncertainties. Included in the modeling are the effects of baryons on small-scale clustering, scale-dependent growth suppression by neutrinos, as well as uncertainties in the galaxy clustering biases, in the intrinsic alignment contributions to the lensing signal, in the redshift distributions, and in the galaxy shape calibration. The addition of CMB lensing roughly doubles the dark energy figure-of-merit from Roman photometric survey data alone, varying from a factor of 1.7 to 2.4 improvement depending on the particular Roman survey configuration. Alternatively, the inclusion of CMB lensing information can compensate for uncertainties in the Roman galaxy shape calibration if it falls below the design goals. Furthermore, we report the first forecast of Roman constraints on a model-independent structure growth, parameterized by $\sigma_8 (z)$, and on the Hu-Sawicki f(R) gravity as well as an improved forecast of the phenomenological $(\Sigma_0,\mu_0)$ model. We find that CMB lensing plays a crucial role in constraining $\sigma_8(z)$ at z>2, with percent-level constraints forecasted out to z=4. CMB lensing information does not improve constraints on the f(R) models substantially. It does, however, increase the $(\Sigma_0,\mu_0)$ figure-of-merit by a factor of about 1.5. read more
References
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Journal ArticleDOI
Inference from Iterative Simulation Using Multiple Sequences
Andrew Gelman,Donald B. Rubin +1 more
TL;DR: The focus is on applied inference for Bayesian posterior distributions in real problems, which often tend toward normal- ity after transformations and marginalization, and the results are derived as normal-theory approximations to exact Bayesian inference, conditional on the observed simulations.
Journal ArticleDOI
SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
Pauli Virtanen,Ralf Gommers,Travis E. Oliphant,Matt Haberland,Matt Haberland,Tyler Reddy,David Cournapeau,Evgeni Burovski,Pearu Peterson,Warren Weckesser,Jonathan Bright,Stefan van der Walt,Matthew Brett,Joshua Wilson,K. Jarrod Millman,Nikolay Mayorov,Andrew Nelson,Eric Jones,Robert Kern,Eric B. Larson,CJ Carey,Ilhan Polat,Yu Feng,Eric Moore,Jake Vanderplas,Denis Laxalde,Josef Perktold,Robert Cimrman,Ian Henriksen,Ian Henriksen,E. A. Quintero,Charles R. Harris,Anne M. Archibald,Antônio H. Ribeiro,Fabian Pedregosa,Paul van Mulbregt,SciPy . Contributors +36 more
TL;DR: SciPy as discussed by the authors is an open source scientific computing library for the Python programming language, which includes functionality spanning clustering, Fourier transforms, integration, interpolation, file I/O, linear algebra, image processing, orthogonal distance regression, minimization algorithms, signal processing, sparse matrix handling, computational geometry, and statistics.
Journal ArticleDOI
Review of Particle Physics
Keith A. Olive,Kaustubh Agashe,Claude Amsler,Mario Antonelli,Jean-Francois Arguin,D. M. Asner,Howard Baer,H. R. Band,R. M. Barnett,T. Basaglia,Christian W. Bauer,J. J. Beatty,V. L. Belousov,J. Beringer,G. Bernardi,Siegfried Bethke,H. Bichsel,Otmar Biebel,E. Blucher,S. Blusk,Gustaaf Brooijmans,Oliver Buchmueller,Volker D. Burkert,M A Bychkov,Robert N. Cahn,Marcela Carena,Marcela Carena,Augusto Ceccucci,Alessandro Cerri,Debadi Chakraborty,Mingshui Chen,R. S. Chivukula,K. Copie,G. A. Cowan,O. I. Dahl,Giancarlo D'Ambrosio,Thibault Damour,Daniel de Florian,A. de Gouvea,Thomas DeGrand,P. de Jong,G. Dissertori,Bogdan A. Dobrescu,Michael Doser,Manuel Drees,Herbert K. Dreiner,D. A. Edwards,Semen Eidelman,Jens Erler,Jens Erler,V. V. Ezhela,W. Fetscher,Brian D. Fields,B. Foster,B. Foster,A Freitas,Thomas K. Gaisser,H. R. Gallagher,L. A. Garren,H J Gerber,G. Gerbier,Timothy Gershon,Tony Gherghetta,Sunil Golwala,M. C. Goodman,Christoph Grab,Andrei Gritsan,C. Grojean,D. E. Groom,Martin Grunewald,Martin Grunewald,Atul Gurtu,Atul Gurtu,Th. Gutsche,Howard E. Haber,Howard E. Haber,K. Hagiwara,C. Hanhart,Shoji Hashimoto,Yoshinari Hayato,K. G. Hayes,M. Heffner,B. K. Heltsley,Juan José Hernández-Rey,Ken Ichi Hikasa,A Höcker,Jamie Holder,A Holtkamp,Joey Huston,John David Jackson,Kurtis F Johnson,T. R. Junk,Marumi Kado,Marumi Kado,D. Karlen,Uli Katz,S. R. Klein,Eberhard Klempt,R. Kowalewski,Frank Krauss,Michal Kreps,B. Krusche,Yu V. Kuyanov,Younghoon Kwon,Ofer Lahav,Jack Laiho,Paul Langacker,Andrew R. Liddle,Zoltan Ligeti,Chi Lin,T. M. Liss,L. S. Littenberg,K. S. Lugovsky,S. B. Lugovsky,Fabio Maltoni,T Mannel,Aneesh V. Manohar,William J. Marciano,Alan D. Martin,A. Masoni,John Matthews,David Milstead,Paolo Molaro,Klaus Mönig,Filip Moortgat,M. J. Mortonson,M. J. Mortonson,Hitoshi Murayama,Hitoshi Murayama,Hitoshi Murayama,Koji Nakamura,Meenakshi Narain,Paolo Nason,S. Sánchez Navas,Matthias Neubert,P. Nevski,Y. Nir,Luc Pape,J. A. Parsons,C. Patrignani,John A. Peacock,M. Pennington,S. T. Petcov,S. T. Petcov,A. Piepke,A Pomarol,Arnulf Quadt,Stuart Raby,Jonas Rademacker,Georg G. Raffelt,B. N. Ratcliff,Paul William Richardson,Andreas Ringwald,Stefan Roesler,S. Rolli,Anatoli Romaniouk,L. J. Rosenberg,Jonathan L. Rosner,G Rybka,C.T. Sachrajda,Y. Sakai,Gavin P. Salam,Gavin P. Salam,Subir Sarkar,Subir Sarkar,Fabio Sauli,O. Schneider,Kate Scholberg,Douglas Scott,Vivek Sharma,Stephen R. Sharpe,M. Silari,Torbjörn Sjöstrand,Peter Skands,Peter Skands,J. G. Smith,George F. Smoot,George F. Smoot,George F. Smoot,S. M. Spanier,H. Spieler,Christian Spiering,Achim Stahl,Todor Stanev,Sophia L. Stone,T. Sumiyoshi,Michael Syphers,F Takahashi,Masaharu Tanabashi,John Terning,L. Tiator,Maksym Titov,N. P. Tkachenko,Nils A. Tornqvist,Daniel Tovey,German Valencia,G. Venanzoni,Manuella Vincter,Petr Vogel,Andreas Vogt,S. P. Wakely,Wolfgang Walkowiak,C. W. Walter,D. R. Ward,Georg Weiglein,David H. Weinberg,E. J. Weinberg,Martin White,Martin White,L. R. Wiencke,C. G. Wohl,Lincoln Wolfenstein,J. Womersley,C. L. Woody,Ron L. Workman,A. Yamamoto,W-M. Yao,G P Zeller,Oleg Zenin,Jie Zhang,Ren-Yuan Zhu,Frank Zimmermann,P A Zyla,G. Harper,V. S. Lugovsky,P. Schaffner +225 more
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