Random Matrix Theory has important applications in Quantum Theory, Statistical Mechanics, Multivariate Statistical Analysis, Quantum Chaos, Theoretical Computer Science, and Mathematics.;In my thesis, I consider band random symmetric matrices and prove Central Limit Theorem for linear statistics of the eigenvalues provided the band width is sufficiently large and test functions are sufficiently smooth. |