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We introduce and study stochastic -particle ensembles which are discretizations for general- log-gases of random matrix theory. The examples include random tilings, families of non-intersecting paths, -measures, etc. We prove that under technical assumptions on general analytic potential, the global fluctuations for such ensembles are asymptotically Gaussian as . The covariance is universal and coincides with its counterpart in random matrix theory.
Our main tool is an appropriate discrete version of the Schwinger-Dyson (or loop) equations, which originates in the work of Nekrasov and his collaborators.
Borodin, Alexei 1 ; Gorin, Vadim 1, 2 ; Guionnet, Alice 1
@article{PMIHES_2017__125__1_0, author = {Borodin, Alexei and Gorin, Vadim and Guionnet, Alice}, title = {Gaussian asymptotics of discrete $\beta $-ensembles}, journal = {Publications Math\'ematiques de l'IH\'ES}, pages = {1--78}, publisher = {Springer Berlin Heidelberg}, address = {Berlin/Heidelberg}, volume = {125}, year = {2017}, doi = {10.1007/s10240-016-0085-5}, mrnumber = {3668648}, zbl = {1406.60008}, language = {en}, url = {http://geodesic.mathdoc.fr/articles/10.1007/s10240-016-0085-5/} }
TY - JOUR AU - Borodin, Alexei AU - Gorin, Vadim AU - Guionnet, Alice TI - Gaussian asymptotics of discrete $\beta $-ensembles JO - Publications Mathématiques de l'IHÉS PY - 2017 SP - 1 EP - 78 VL - 125 PB - Springer Berlin Heidelberg PP - Berlin/Heidelberg UR - http://geodesic.mathdoc.fr/articles/10.1007/s10240-016-0085-5/ DO - 10.1007/s10240-016-0085-5 LA - en ID - PMIHES_2017__125__1_0 ER -
%0 Journal Article %A Borodin, Alexei %A Gorin, Vadim %A Guionnet, Alice %T Gaussian asymptotics of discrete $\beta $-ensembles %J Publications Mathématiques de l'IHÉS %D 2017 %P 1-78 %V 125 %I Springer Berlin Heidelberg %C Berlin/Heidelberg %U http://geodesic.mathdoc.fr/articles/10.1007/s10240-016-0085-5/ %R 10.1007/s10240-016-0085-5 %G en %F PMIHES_2017__125__1_0
Borodin, Alexei; Gorin, Vadim; Guionnet, Alice. Gaussian asymptotics of discrete $\beta $-ensembles. Publications Mathématiques de l'IHÉS, Tome 125 (2017), pp. 1-78. doi: 10.1007/s10240-016-0085-5
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