English

Jackknife resampling technique on mocks: an alternative method for covariance matrix estimation

Cosmology and Nongalactic Astrophysics 2016-06-02 v1

Abstract

We present a fast and robust alternative method to compute covariance matrix in case of cosmology studies. Our method is based on the jackknife resampling applied on simulation mock catalogues. Using a set of 600 BOSS DR11 mock catalogues as a reference, we find that the jackknife technique gives a similar galaxy clustering covariance matrix estimate by requiring a smaller number of mocks. A comparison of convergence rates show that \sim7 times fewer simulations are needed to get a similar accuracy on variance. We expect this technique to be applied in any analysis where the number of available N-body simulations is low.

Cite

@article{arxiv.1606.00233,
  title  = {Jackknife resampling technique on mocks: an alternative method for covariance matrix estimation},
  author = {S. Escoffier and M. -C. Cousinou and A. Tilquin and A. Pisani and A. Aguichine and S. de la Torre and A. Ealet and W. Gillard and E. Jullo},
  journal= {arXiv preprint arXiv:1606.00233},
  year   = {2016}
}

Comments

11 pages, 11 figures, 2 tables

R2 v1 2026-06-22T14:14:48.953Z