Moments of Discrete Probability Distributions Derived Using a Differential Operator

Citation
L. Boullion, Thomas et al., Moments of Discrete Probability Distributions Derived Using a Differential Operator, American statistician , 46(1), 1992, pp. 22-24
Journal title
ISSN journal
00031305
Volume
46
Issue
1
Year of publication
1992
Pages
22 - 24
Database
ACNP
SICI code
Abstract
Link and others have derived formulas for the moments of certain discrete probability distributions using various finite-difference operators.In this article, we establish a method of obtaining moments of certain discrete distributions that makes use of differential operators.The derivations are elegant and more compact than derivations using standard methods.Students in a first-year mathematical statistics course are typically more acquainted with differential operators than with difference operators.Contrasted with difference operators, this familiarity affords a better opportunity to introduce the connection between operator mathematics and probability in such courses.However, we propose that both operators be employed: differential operators to introduce the connection and difference operators to broaden the students' exposure and prepare them for such courses as time series analysis.