Beyond the 3rd moment: a practical study of using lensing convergence CDFs for cosmology with DES Y3 Article Swipe
Dhayaa Anbajagane
,
C. Chang
,
Arka Banerjee
,
Tom Abel
,
M. Gatti
,
Virginia Ajani
,
A. Alarcon
,
A. Amon
,
Eric J. Baxter
,
K. Bechtol
,
M. R. Becker
,
G. M. Bernstein
,
A. Campos
,
A. Carnero Rosell
,
M. Carrasco Kind
,
R. Chen
,
A. Choi
,
C. Davis
,
J. DeRose
,
H. T. Diehl
,
Scott Dodelson
,
C. Doux
,
A. Drlica-Wagner
,
K. Eckert
,
J. Elvin-Poole
,
S. Everett
,
A. Ferté
,
D. Gruen
,
R. A. Gruendl
,
I. Harrison
,
W G Hartley
,
Eric Huff
,
Bhuvnesh Jain
,
Mike Jarvis
,
N Jeffrey
,
Tomasz Kacprzak
,
Nickolas Kokron
,
N. Kuropatkin
,
P-F Leget
,
N. MacCrann
,
J. McCullough
,
J. Myles
,
A Navarro-Alsina
,
Shivam Pandey
,
J. Prat
,
Marco Raveri
,
R. P. Rollins
,
A. Roodman
,
E. S. Rykoff
,
C. Sánchez
,
L F Secco
,
I. Sevilla-Noarbe
,
E. Sheldon
,
T. Shin
,
M. A. Troxel
,
I. Tutusaus
,
L Whiteway
,
B. Yanny
,
B. Yin
,
Y. Zhang
,
T. M. C. Abbott
,
S. Allam
,
M. Aguena
,
O. Alves
,
F. Andrade-Oliveira
,
J. Annis
,
David Bacon
,
J. Blazek
,
D. Brooks
,
R. Cawthon
,
L. N. da Costa
,
M. E. S. Pereira
,
T. M. Davis
,
S. Desai
,
P. Doel
,
I. Ferrero
,
J. Frieman
,
G. Giannini
,
G. Gutiérrez
,
S. R. Hinton
,
D. L. Hollowood
,
K. Honscheid
,
D. J. James
,
K. Kuehn
,
O. Lahav
,
J. L. Marshall
,
J. Mena-Fernández
,
F. Menanteau
,
R. Miquel
,
A. Palmese
,
A. Pieres
,
A. A. Plazas
,
K. Reil
,
E. Sánchez
,
M. Smith
,
M. E. C. Swanson
,
G. Tarlé
,
P. Wiseman
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1093/mnras/stad3118
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1093/mnras/stad3118
Widefield surveys probe clustered scalar fields – such as galaxy counts, lensing potential, etc. – which are sensitive to different cosmological and astrophysical processes. Constraining such processes depends on the statistics that summarize the field. We explore the cumulative distribution function (CDF) as a summary of the galaxy lensing convergence field. Using a suite of N-body light-cone simulations, we show the CDFs’ constraining power is modestly better than the second and third moments, as CDFs approximately capture information from all moments. We study the practical aspects of applying CDFs to data, using the Dark Energy Survey (DES Y3) data as an example, and compute the impact of different systematics on the CDFs. The contributions from the point spread function and reduced shear approximation are $\lesssim 1~{{\ \rm per\ cent}}$ of the total signal. Source clustering effects and baryon imprints contribute 1–10 per cent. Enforcing scale cuts to limit systematics-driven biases in parameter constraints degrade these constraints a noticeable amount, and this degradation is similar for the CDFs and the moments. We detect correlations between the observed convergence field and the shape noise field at 13σ. The non-Gaussian correlations in the noise field must be modelled accurately to use the CDFs, or other statistics sensitive to all moments, as a rigorous cosmology tool.
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- article
- Language
- en
- Landing Page
- https://doi.org/10.1093/mnras/stad3118
- https://academic.oup.com/mnras/advance-article-pdf/doi/10.1093/mnras/stad3118/52057862/stad3118.pdf
- OA Status
- hybrid
- Cited By
- 20
- References
- 112
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4385714510
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- OpenAlex ID
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https://openalex.org/W4385714510Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1093/mnras/stad3118Digital Object Identifier
- Title
-
Beyond the 3rd moment: a practical study of using lensing convergence CDFs for cosmology with DES Y3Work title
- Type
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articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
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2023-10-11Full publication date if available
- Authors
-
Dhayaa Anbajagane, C. Chang, Arka Banerjee, Tom Abel, M. Gatti, Virginia Ajani, A. Alarcon, A. Amon, Eric J. Baxter, K. Bechtol, M. R. Becker, G. M. Bernstein, A. Campos, A. Carnero Rosell, M. Carrasco Kind, R. Chen, A. Choi, C. Davis, J. DeRose, H. T. Diehl, Scott Dodelson, C. Doux, A. Drlica-Wagner, K. Eckert, J. Elvin-Poole, S. Everett, A. Ferté, D. Gruen, R. A. Gruendl, I. Harrison, W G Hartley, Eric Huff, Bhuvnesh Jain, Mike Jarvis, N Jeffrey, Tomasz Kacprzak, Nickolas Kokron, N. Kuropatkin, P-F Leget, N. MacCrann, J. McCullough, J. Myles, A Navarro-Alsina, Shivam Pandey, J. Prat, Marco Raveri, R. P. Rollins, A. Roodman, E. S. Rykoff, C. Sánchez, L F Secco, I. Sevilla-Noarbe, E. Sheldon, T. Shin, M. A. Troxel, I. Tutusaus, L Whiteway, B. Yanny, B. Yin, Y. Zhang, T. M. C. Abbott, S. Allam, M. Aguena, O. Alves, F. Andrade-Oliveira, J. Annis, David Bacon, J. Blazek, D. Brooks, R. Cawthon, L. N. da Costa, M. E. S. Pereira, T. M. Davis, S. Desai, P. Doel, I. Ferrero, J. Frieman, G. Giannini, G. Gutiérrez, S. R. Hinton, D. L. Hollowood, K. Honscheid, D. J. James, K. Kuehn, O. Lahav, J. L. Marshall, J. Mena-Fernández, F. Menanteau, R. Miquel, A. Palmese, A. Pieres, A. A. Plazas, K. Reil, E. Sánchez, M. Smith, M. E. C. Swanson, G. Tarlé, P. WisemanList of authors in order
- Landing page
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https://doi.org/10.1093/mnras/stad3118Publisher landing page
- PDF URL
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https://academic.oup.com/mnras/advance-article-pdf/doi/10.1093/mnras/stad3118/52057862/stad3118.pdfDirect link to full text PDF
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://academic.oup.com/mnras/advance-article-pdf/doi/10.1093/mnras/stad3118/52057862/stad3118.pdfDirect OA link when available
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Physics, Weak gravitational lensing, Cosmology, Galaxy, Gaussian, Cumulative distribution function, Moment (physics), Point spread function, Astrophysics, Statistical physics, Redshift, Statistics, Probability density function, Quantum mechanics, Optics, MathematicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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20Total citation count in OpenAlex
- Citations by year (recent)
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2025: 10, 2024: 8, 2023: 2Per-year citation counts (last 5 years)
- References (count)
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112Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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