probability measures determined by moments; description of weak convergence via the Stieltjes transform; definition of GOE; Stein's identity
Theorem 4.14 as stated in the lecture is wrong; only one implication is correct; this is corrected in the Lecture Notes, version 2; see there Theorem 4.12 and Remark 4.13