A NEW STRONG INVARIANCE PRINCIPLE FOR SUMS OF INDEPENDENT RANDOM VECTORS

摘要

We provide a strong invariance principle for sums of independent, identically distributed random vectors that need not have finite second absolute moments. Various applications are indicated, In particular, we show how one can re-obtain some recent LIL type results from this invariance principle.