On the probability of positive-definiteness in the gGUE via semi-classical Laguerre polynomials
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🧮 math-ph
math.CAmath.MP
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gguelaguerrepolynomialsprobabilitysemi-classicalanalysisasymptoticscite
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In this paper, we compute the probability that an $N \times N$ matrix from the generalised Gaussian Unitary Ensemble (gGUE) is positive definite, extending a previous result of Dean and Majumdar \cite{DM}. For this purpose, we work out the large degree asymptotics of semi-classical Laguerre polynomials and their recurrence coefficients, using the steepest descent analysis of the corresponding Riemann--Hilbert problem.
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