×

On inequalities for sums of bounded random variables. (English) Zbl 1156.60015

Summary: A new upper bound on \(P(a_1\eta_1+a_2\eta_2+ \dots \geq x)\) is obtained, where \(\eta_1,\eta_2,\dots\) are independent zero-mean random variables such that \(|\eta|\leq 1\) for all \(i\). A multidimensional analogue of this result and extensions to (super)martingales are presented, as well as an application to self-normalized sums (or, equivalently, to \(t\)-statistics).

MSC:

60E15 Inequalities; stochastic orderings
60G50 Sums of independent random variables; random walks
60G42 Martingales with discrete parameter
60G48 Generalizations of martingales
26A48 Monotonic functions, generalizations
26D10 Inequalities involving derivatives and differential and integral operators