Abstract
Given \(0<q<1,\) every absolutely continuous distribution can be described in two different ways: in terms of a probability density function and also in terms of a q-density. Correspondingly, it has a sequence of moments and a sequence of q-moments, if they exist. In this article, new conditions on the q-moment determinacy of probability distributions are derived. In addition, results related to the comparison of the properties of probability distributions with respect to the moment- and q-moment determinacy are presented.
Similar content being viewed by others
References
Biedenharn, L.C.: The quantum group \(\text{ SU }_q\)(2) and a \(q\)-analogue of the boson operators. J. Phys. A Math. Gen. 22, L873–L878 (1989)
Berg, C.: On some indeterminate moment problems for measures on a geometric progression. J. Comput. Appl. Math. 99, 67–75 (1998)
Boicuk, V.S., Eremenko, A.E.: The growth of entire functions that are representable by Dirichlet series (Russian). Izv. Vysš. Učebn. Zaved. Matematika 5(156), 93–95 (1975)
Carnovale, G.: On the \(q\)-convolution on the line. Constr. Approx. 18, 309–341 (2002)
Carnovale, G., Koornwinder, T.H.: A \(q\)-analogue of convolution on the line. Methods Appl. Anal. 7(4), 705–726 (2000)
Charalambides, Ch.A.: Discrete \(q\)-Distributions. Wiley, Hoboken (2016)
Christiansen, J.S.: The moment problem associated with the Stieltjes–Wigert polynomials. J. Math. Anal. Appl. 277(1), 218–245 (2003a)
Christiansen, J.S.: The moment problem associated with the \(q\)-Laguerre polynomials. Constr. Approx. 19(1), 1–22 (2003b)
De Sole, A., Kac, V.G.: On integral representations of \(q\)-gamma and \(q\)-beta functions. arXiv:math/0302032vI (2003)
Jing, S.: The \(q\)-deformed binomial distribution and its asymptotic behaviour. J. Phys. A Math. Gen. 27, 493–499 (1994)
Kac, V., Cheung, P.: Quantum Calculus. Springer, Berlin (2002)
Koekoek, R., Swarttouw, R.F.: The Askey-scheme of hypergeometric orthogonal polynomials and its q-analogue. arXiv:math/9602214 (1996)
Koekoek, R., Lesky, P.A., Swarttouw, R.F.: Hypergeometric Orthogonal Polynomials and Their \(q\)-Analogues, Springer Monographs in Mathematics. Springer, Berlin (2010)
Kyriakoussis, A., Vamvakari, M.: Heine process as a \(q\)-analog of the Poisson process—waiting and interarrival times. Commun. Stat.-Theory Methods 46(8), 4088–4102 (2017)
Lin, G.D.: Recent developments on the moment problem. J. Stat. Distrib. Appl. 4, 5 (2017). https://doi.org/10.1186/s40488-017-0059-2
Moak, D.S.: The \(q\)-analogue of the Laguerre polynomials. J. Math. Anal. Appl. 81, 20–47 (1981)
Ostrovska, S., Turan, M.: \(q\)-Stieltjes classes for some families of \(q\)-densities. Stat. Probab. Lett. 146, 118–123 (2019)
Stoyanov, J.: Stieltjes classes for moment-indeterminate probability distributions. J. Appl. Probab. 41A, 281–294 (2004)
Stoyanov, J.: Counterexamples in Probability, 3rd edn. Dover Publications, New York (2013)
Zeng, J., Zhang, C.: A \(q\)-analog of Newton’s series, Stirling functions and Eulerian functions. Results Math. 25, 370–391 (1994)
Acknowledgements
The authors would like to extend their sincere gratitude to Prof. Alexandre Eremenko from Purdue University, USA for his valuable comments during the work on this paper. Also, appreciations go to Mr. P. Danesh from the Atilim University Academic Writing and Advisory Centre for his help in the preparation of the manuscript. Last but not least, we express our immense gratitude to the referees, whose valuable comments helped to improve the manuscript essentially.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Anton Abdulbasah Kamil.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Ostrovska, S., Turan, M. On the q-moment Determinacy of Probability Distributions. Bull. Malays. Math. Sci. Soc. 43, 3885–3896 (2020). https://doi.org/10.1007/s40840-020-00894-y
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40840-020-00894-y