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This PR includes a script to compute analytic covariance matrices using Namaster gaussian covariance tools.

It estimates the signal and noise contributions to the covariance on the data, following the combinatorics of the cross-bundle estimator.

This is a first working example of such a code, which needs to be further improved, particularly to account for the effect of filtering

@adrien-laposta adrien-laposta requested a review from kwolz May 14, 2025 16:39
@adrien-laposta adrien-laposta changed the title analytic covariance script Analytic covariance implementation Jan 14, 2026
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Latest changes are

  • Sim-based correction for the covariance estimated on TF simulations
  • Generalized TF and pseudo CL to save unbinned estimates (used for the above correction)
  • Generalization of covariance to account for inhomogeneous noise
  • Pre-computing of covariance couplings (MPI parallelization)

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