TY - JOUR
T1 - The Atacama Cosmology Telescope
T2 - semi-analytic covariance matrices for the DR6 CMB power spectra
AU - Atkins, Zachary
AU - Li, Zack
AU - Alonso, David
AU - Richard Bond, J.
AU - Calabrese, Erminia
AU - Duivenvoorden, Adriaan J.
AU - Dunkley, Jo
AU - Giardiello, Serena
AU - Hervías-Caimapo, Carlos
AU - Colin Hill, J.
AU - Jense, Hidde T.
AU - Kim, Joshua
AU - Louis, Thibaut
AU - Moodley, Kavilan
AU - Morris, Thomas W.
AU - Naess, Sigurd
AU - Niemack, Michael D.
AU - Page, Lyman Alexander
AU - Posta, Adrien La
AU - Sifón, Cristóbal
AU - Wollack, Edward J.
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/5/1
Y1 - 2025/5/1
N2 - The Atacama Cosmology Telescope Data Release 6 (ACT DR6) power spectrum is expected to provide state-of-the-art cosmological constraints, with an associated need for precise error modeling. In this paper we design, and evaluate the performance of, an analytic covariance matrix prescription for the DR6 power spectrum that sufficiently accounts for the complicated ACT map properties. We use recent advances in the literature to handle sharp features in the signal and noise power spectra, and account for the effect of map-level anisotropies on the covariance matrix. In including inhomogeneous survey depth information, the resulting covariance matrix prescription is structurally similar to that used in the Planck Cosmic Microwave Background (CMB) analysis. We quantify the performance of our prescription using comparisons to Monte Carlo simulations, finding better than 3% agreement. This represents an improvement from a simpler, pre-existing prescription, which differs from simulations by ∼ 16%. We develop a new method to correct the analytic covariance matrix using simulations, after which both prescriptions achieve better than 1% agreement. This correction method outperforms a commonly used alternative, where the analytic correlation matrix is assumed to be accurate when correcting the covariance. Beyond its use for ACT, this framework should be applicable for future high resolution CMB experiments including the Simons Observatory (SO).
AB - The Atacama Cosmology Telescope Data Release 6 (ACT DR6) power spectrum is expected to provide state-of-the-art cosmological constraints, with an associated need for precise error modeling. In this paper we design, and evaluate the performance of, an analytic covariance matrix prescription for the DR6 power spectrum that sufficiently accounts for the complicated ACT map properties. We use recent advances in the literature to handle sharp features in the signal and noise power spectra, and account for the effect of map-level anisotropies on the covariance matrix. In including inhomogeneous survey depth information, the resulting covariance matrix prescription is structurally similar to that used in the Planck Cosmic Microwave Background (CMB) analysis. We quantify the performance of our prescription using comparisons to Monte Carlo simulations, finding better than 3% agreement. This represents an improvement from a simpler, pre-existing prescription, which differs from simulations by ∼ 16%. We develop a new method to correct the analytic covariance matrix using simulations, after which both prescriptions achieve better than 1% agreement. This correction method outperforms a commonly used alternative, where the analytic correlation matrix is assumed to be accurate when correcting the covariance. Beyond its use for ACT, this framework should be applicable for future high resolution CMB experiments including the Simons Observatory (SO).
KW - CMBR experiments
KW - cosmological parameters from CMBR
KW - Statistical sampling techniques
UR - http://www.scopus.com/inward/record.url?scp=105005155689&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=105005155689&partnerID=8YFLogxK
U2 - 10.1088/1475-7516/2025/05/015
DO - 10.1088/1475-7516/2025/05/015
M3 - Article
AN - SCOPUS:105005155689
SN - 1475-7516
VL - 2025
JO - Journal of Cosmology and Astroparticle Physics
JF - Journal of Cosmology and Astroparticle Physics
IS - 5
M1 - 015
ER -