首页 | 本学科首页   官方微博 | 高级检索  
     检索      


On convergence of moment generating functions
Authors:NG Ushakov  VG Ushakov
Institution:
  • a Department of Mathematical Sciences, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
  • b Department of Mathematical Statistics, Moscow State University, 119992, Moscow, Russia
  • Abstract:Mukherjea et al. Mukherjea, A., Rao, M., Suen, S., 2006. A note on moment generating functions. Statist. Probab. Lett. 76, 1185-1189] proved that if a sequence of moment generating functions Mn(t) converges pointwise to a moment generating function M(t) for all t in some open interval of the real line, not necessarily containing the origin, then the distribution functions Fn (corresponding to Mn) converge weakly to the distribution function F (corresponding to M). In this note, we improve this result and obtain conditions of the convergence which seem to be sharp: Fn converge weakly to F if Mn(tk) converge to M(tk), k=1,2,…, for some sequence {t1,t2,…} having the minimal and the maximal points. A similar result holds for characteristic functions.
    Keywords:Moment generating function  Weak convergence
    本文献已被 ScienceDirect 等数据库收录!
    设为首页 | 免责声明 | 关于勤云 | 加入收藏

    Copyright©北京勤云科技发展有限公司  京ICP备09084417号