
The author studies the symmetric random block matrices \(\Xi_{pq\times pq}=\{\delta_{ij}A_{q\times q}+ {1\over\sqrt{p}} \Xi_{q\times q}^{(ij)}\}_{i,j=1}^{p}\), where \(\delta_{ij}\) is a Kronecker symbol, \(A_{q\times q}\) are nonrandom matrices, \(\|A_{q\times q}\|\leq c<\infty\), \(\Xi_{q\times q}^{(ij)}\), \(i\geq j\), \(i,j=1,\ldots, p\), are independent random matrices with distribution \(P\{\Xi_{q\times q}^{(ij)}= B_{q\times q}\}= P\{\Xi_{q\times q}^{(ij)}=- B_{q\times q}\}=1/2\), \(i,j=1,\ldots,p\), \(p=1,2,\ldots\), and \(B_{q\times q}\) is a real symmetric positive defined matrix, \(\|B_{q\times q}\|\leq c<\infty\). The author proves that for almost all \(x\) with probability one \(\lim_{p,q\to\infty}|\mu_{pq}(x,\Xi_{pq\times pq}) -F_{q}(x)|=0\), where \(\mu_{pq}(x,\Xi_{pq\times pq})\) is a normalized spectral function and \(F_{q}(x)\) is the distribution function whose block matrix density is presented in explicit form. For some matrices \(A_{q\times q}\) and \(B_{q\times q}\) the block matrix density of \(F_{q}(x)\) is equal to the sum of the semicircle laws.
normalized spectral function, random block matrices, Random operators and equations (aspects of stochastic analysis), canonical spectral equation
normalized spectral function, random block matrices, Random operators and equations (aspects of stochastic analysis), canonical spectral equation
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