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Finite‐size corrections at the hard edge for the Laguerre β ensemble
Authors:Peter J Forrester  Allan K Trinh
Abstract:A fundamental question in random matrix theory is to quantify the optimal rate of convergence to universal laws. We take up this problem for the Laguerre β ensemble, characterized by the Dyson parameter β, and the Laguerre weight urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0001, urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0002 in the hard edge limit. The latter relates to the eigenvalues in the vicinity of the origin in the scaled variable urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0003. Previous work has established the corresponding functional form of various statistical quantities—for example, the distribution of the smallest eigenvalue, provided that urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0004. We show, using the theory of multidimensional hypergeometric functions based on Jack polynomials, that with the modified hard edge scaling urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0005, the rate of convergence to the limiting distribution is urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0006, which is optimal. In the case urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0007, general urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0008 the explicit functional form of the distribution of the smallest eigenvalue at this order can be computed, as it can for urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0009 and general urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0010. An iterative scheme is presented to numerically approximate the functional form for general urn:x-wiley:00222526:media:sapm12279:sapm12279-math-0011.
Keywords:asymptotic analysis  mathematical physics  numerical methods
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