Hostname: page-component-586b7cd67f-tf8b9 Total loading time: 0 Render date: 2024-11-26T15:48:06.358Z Has data issue: false hasContentIssue false

A non-uniform rate of convergence in a local limit theorem

Published online by Cambridge University Press:  24 October 2008

Sujit K. Basu
Affiliation:
Indian Institute of Management, Calcutta, India

Abstract

Let {Xn} be a sequence of iid random variables. If the common charac-teristic function is absolutely integrable in mth power for some integer m ≥ 1, then Zn = n−½(X1 + … + Xn) has a pdf fn for all nm. Here we give a necessary and sufficient condition for sup as n. → ∞, where φ (x) is the standard normal pdf and M(x) is a non-decreasing function of x ≥ 0 such that M(0) > 0 and M(x)/xδ is non-increasing for 0 < δ ≤ 1.

Type
Research Article
Copyright
Copyright © Cambridge Philosophical Society 1978

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

REFERENCES

(1)Basu, Sujit K.On the rate of convergence in a local limit theorem. Proc. Cambridge Philos. Soc. 76 (1974), 307312.CrossRefGoogle Scholar
(2)Gnedenko, B. V. and Kolmogorov, A. N.Limit distribution for sums of independent random variables (Cambridge, Mass., Addison–Wesley, 1954).Google Scholar
(3)Ibragimov, I. A.On the accuracy of Gaussian approximation to the distribution functions of sums of independent variables. Theor. Probability Appl. 11 (1966), 559579.CrossRefGoogle Scholar
(4)Ibragimov, I. A. and Linnik, Yu. V.Independent and stationary sequences of random variables (The Netherlands, Wolters–Noordhoff, 1971).Google Scholar
(5)Maejima, Makoto. A non-uniform estimate in a local limit theorem for densities. (Private Communication, 1977).Google Scholar
(6)Osipov, L. V. and Petrov, V. V.On the estimate of the remainder term in the central limit theorem. Theor. Probability Appl. 12 (1967), 281286.CrossRefGoogle Scholar
(7)Petrov, V. V.On local limit theorems for sums of independent random variables. Theor. Probability Appl. 9 (1964), 312320.CrossRefGoogle Scholar
(8)Smith, Walter L. and Basu, Sujit K.General moment functions and a density version of the central limit theorem. Proc. Cambridge Philos. Soc. 75 (1974), 365381.CrossRefGoogle Scholar
(9)Ul'yanov, V. V.A non-uniform estimate for the speed of convergence in the central limit theorem in R. Theor. Probability Appl. 21 (1976), 270282.CrossRefGoogle Scholar