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Lensing power spectrum of the Cosmic Microwave Background with deep polarization experiments

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arxiv 2112.05764 v2 pith:ZL4ZCU33 submitted 2021-12-10 astro-ph.CO

classification astro-ph.CO
keywords lensingspectrumestimatorreconstructionbackgroundconstraintscosmicdata
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abstract

Precise reconstruction of the cosmic microwave background lensing potential can be achieved with deep polarization surveys by iteratively removing lensing-induced $B$ modes. We introduce a lensing spectrum estimator and its likelihood for such optimal iterative reconstruction. Our modelling share similarities to the state-of-the-art likelihoods for quadratic estimator-based (QE) lensing reconstruction. In particular, we generalize the $N_L^{(0)}$ and $N_L^{(1)}$ lensing biases, and design a realization-dependent spectrum debiaser, making this estimator robust to uncertainties in the data modelling. We demonstrate unbiased recovery of the cosmology using map-based reconstructions, focussing on lensing-only cosmological constraints and neutrino mass measurement in combination with CMB spectra and acoustic oscillation data. We find this spectrum estimator is essentially optimal and with a diagonal covariance matrix. For a CMB-S4 survey, this likelihood can double the constraints on the lensing amplitude compared to the QE on a wide range of scales, while at the same time keeping numerical cost under control and being robust to errors.

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  1. On likelihood-based analysis of the gravitationally (de)lensed CMB

    astro-ph.CO 2025-02 accept novelty 7.0 of 10

    The exact lensing spectrum score is a posterior-averaged quadratic estimator on delensed maps with realization-dependent debiasing, plus a small 2-point term degenerate with CMB spectra.

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