Complete convergence for weighted sums of arrays of random elements

Robert Lee Taylor
1983 International Journal of Mathematics and Mathematical Sciences  
Let{Xnk:k,n=1,2,...}be an array of row-wise independent random elements in a separable Banach space. Let{ank:k,n=1,2,...}be an array of real numbers such that∑k=1∞|ank|≤1and∑n=1∞exp(−α/An)<∞for eachα ϵ R+whereAn=∑k=1∞ank2. The complete convergence of∑k=1∞ankXnkis obtained under varying moment and distribution conditions on the random elements. In particular, laws of large numbers follow for triangular arrays of random elements, and consistency of the kernel density estimates is obtained from these results.
doi:10.1155/s0161171283000046 fatcat:urzburrmszeuxoonmt6g2yp7nq