Author:
Driver Bruce K.,Hall Brian,Kemp Todd
Abstract
AbstractThe free multiplicative Brownian motion $$b_{t}$$
b
t
is the large-N limit of the Brownian motion on $$\mathsf {GL}(N;\mathbb {C}),$$
GL
(
N
;
C
)
,
in the sense of $$*$$
∗
-distributions. The natural candidate for the large-N limit of the empirical distribution of eigenvalues is thus the Brown measure of $$b_{t}$$
b
t
. In previous work, the second and third authors showed that this Brown measure is supported in the closure of a region $$\Sigma _{t}$$
Σ
t
that appeared in the work of Biane. In the present paper, we compute the Brown measure completely. It has a continuous density $$W_{t}$$
W
t
on $$\overline{\Sigma }_{t},$$
Σ
¯
t
,
which is strictly positive and real analytic on $$\Sigma _{t}$$
Σ
t
. This density has a simple form in polar coordinates: $$\begin{aligned} W_{t}(r,\theta )=\frac{1}{r^{2}}w_{t}(\theta ), \end{aligned}$$
W
t
(
r
,
θ
)
=
1
r
2
w
t
(
θ
)
,
where $$w_{t}$$
w
t
is an analytic function determined by the geometry of the region $$\Sigma _{t}$$
Σ
t
. We show also that the spectral measure of free unitary Brownian motion $$u_{t}$$
u
t
is a “shadow” of the Brown measure of $$b_{t}$$
b
t
, precisely mirroring the relationship between the circular and semicircular laws. We develop several new methods, based on stochastic differential equations and PDE, to prove these results.
Funder
Division of Mathematical Sciences
Publisher
Springer Science and Business Media LLC
Subject
Statistics, Probability and Uncertainty,Statistics and Probability,Analysis
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