Bernstein inequalities
1) Let be a collection of independent
randomvariables
satisfying the conditions:
a) , so that one can write
b) for all integers
Then, for any ,
2) Let be a collection of independent, almostsurely absolutely bounded (http://planetmath.org/AlmostSurelyBoundedRandomVariable) random variables, that is .
Then, for any ,