Abstract:
For self-normalized sums, say $S_n/V_n$, under symmetry conditions we consider Linnik-type zones, where the ratio $\mathbf{P}\{S_n/V_n\ge x\}/(1-\Phi(x))$ converges to 1, and establish optimal bounds for remainder terms related to this convergence.