Abstract

We consider the nonlinear equation −1m=z+Sm-\frac{1}{m}=z+Sm with a parameter zz in the complex upper half plane H\mathbb{H} , where SS is a positivity preserving symmetric linear operator acting on bounded functions. The solution with values in H \mathbb{H} is unique and its zz-dependence is conveniently described as the Stieltjes transforms of a family of measures vv on R\mathbb{R}. In [AEK17a] we qualitatively identified the possible singular behaviors of vv: under suitable conditions on SS we showed that in the density of vv only algebraic singularities of degree two or three may occur. In this paper we give a comprehensive analysis of these singularities with uniform quantitative controls. We also find a universal shape describing the transition regime between the square root and cubic root singularities. Finally, motivated by random matrix applications in the companion paper [AEK16b], we present a complete stability analysis of the equation for any z∈Hz\in \mathbb{H}, including the vicinity of the singularities.

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