A note on a maximal Bernstein inequality
  We show somewhat unexpectedly that whenever a general Bernstein-type maximal inequality holds for partial sums of a sequence of random variables, a maximal form of the inequality is also valid. 
P\'eter Kevei, David M. Mason
math.ST stat.TH