Matrix models for beta ensembles

作者: Ioana Dumitriu , Alan Edelman

DOI: 10.1063/1.1507823

关键词: Matrix functionNonnegative matrixMathematicsSymmetric matrixStatistical physicsRandom matrixTridiagonal matrixPascal matrixPure mathematicsMatrix splittingWishart distribution

摘要: This paper constructs tridiagonal random matrix models for general (β>0) β-Hermite (Gaussian) and β-Laguerre (Wishart) ensembles. These generalize the well-known Gaussian Wishart β=1,2,4. Furthermore, in cases of ensembles, we eliminate exponent quantization present previously known models. We further discuss applications new models, some open problems.

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