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arxiv: 1606.00233 · v1 · submitted 2016-06-01 · 🌌 astro-ph.CO

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

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keywords covariancejackknifematrixmethodtechniquealternativeappliedcatalogues
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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 $\sim$7 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.

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