Abstract
A new scheme-distribution-based representation is presented for the cumulative distribution function of the number of success runs of length k in a sequence of exchangeable binary trials. By utilizing this new representation, some stochastic ordering results are obtained to compare success runs. The results are illustrated for beta-binomial distributions of order k.
Similar content being viewed by others
References
Antzoulakos DL, Chadjiconstantinidis S (2001) Distributions of numbers of success runs of fixed length in Markov dependent trials. Ann Inst Stat Math 53:599–619
Atalay DS, Zeybek M (2013) Circular success and failure runs in a sequence of exchangeable binary trials. J Stat Plann Inference 143:621–629
Balakrishan N, Koutras MV (2002) Runs and scans with applications. Wiley, New York
Balakrishnan N, Triantafyllou IS, Koutras MV (2009) Nonparametric control charts based on runs and Wilcoxon-type rank-sum statistics. J Stat Plann Inference 139:3177–3192
Balakrishnan N, Koutras MV, Milienos FS (2014a) Some binary start-up demonstration tests and associated inferential methods. Ann Inst Stat Math 66:759–787
Balakrishnan N, Koutras MV, Milienos FS (2014b) Start-up demonstration tests: models, methods and applications, with some unications. Appl Stoch Model Bus Ind 30:373–413
Chang W-Y, Gupta R-D, Richards DStP (2010) Structural properties of the generalized Dirichlet distributions. Contemp Math 5–16
Charalambides CA (2002) Enumerative combinatorics. Chapman and Hall/CRC, London
Cheung LW (2004) Use of runs statistics for pattern recognition in genomic DNA sequences. J Comput Biol 11:107–124
Eryilmaz S, Demir S (2007) Success runs in a sequence of exchangeable binary trials. J Stat Plann Inference 137:2954–2963
Eryilmaz S, Zuo MJ (2010) Constrained (k, d)-out-of-n systems. Int J Syst Sci 41(6):679–685
Fu JC, Koutras MV (1994) Distribution theory of runs: a Markov chain approach. J Amer Statist Assoc 89:1050–1058
Goldstein L (1990) Poisson approximations and DNA sequence matching. Commun Stat- Theory Methods 19:4167–4179
Koutras MV, Alexandrou VA (1997) Non-parametric randomness tests based on success runs of fixed length. Stat Probab Lett 32:393–404
Koutras MV, Bersimis S, Maravelakis PE (2007) Statistical process control using Shewart control charts with supplementary runs rules. Methodol Comput Appl Probab 9:207–224
Ling KD (1988) On binomial distribution of order k. Stat Probab Lett 6:247–250
Lou WYW (2003) The exact distribution of the k-tuple statistic for sequence homology. Stat Probab Lett 61:51–59
Makri FS, Philippou AN (2005) On binomial and circular binomial distributions of order k for l-overlapping success runs of length k. Stat Pap 46:411–432
Makri FS, Philippou AN, Psillakis ZM (2007a) Success run statistics defined on an urn model. Adv Appl Probab 39:991–1019
Makri FS, Philippou AN, Psillakis ZM (2007b) Polya, inverse Polya, and circular Polya distributions of order k for l-overlapping success runs. Commun Stat-Theory Methods 36:657–668
Makri FS, Psillakis ZM (2011) On success runs of length exceeded a threshold. Methodol Comput Appl Probab 13:269–305
Philippou A (1988) Recursive theorems for success runs and reliability of consecutive-k-out-of-n:F systems. In: Philippou AN, Horadam AF, Bergum GE (eds) Applications of Fibonacci numbers. Springer, Berlin, pp 149–160
Sen K, Agarwal ML, Chakraborty S (2002) Lengths of runs and waiting time distributions by using Polya-Eggenberger sampling scheme. Stud Sci Math Hung 39:309–332
Shaked M, Shanthikumar JG (2007) Stochastic orders. Springer-Verlag, New York
Wolfowitz J (1943) On the theory of runs with some applications to quality control. Ann Math Statist 14:280–288
Yalcin F (2013) On a generalization of Ling’s binomial distribution. ISTATISTIK: J Turk Stat Assoc 6:110–115
Acknowledgements
The author thanks the referees for their helpful comments and suggestions, which were very useful in improving this article.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Eryilmaz, S. Stochastic Ordering Among Success Runs Statistics in a Sequence of Exchangeable Binary Trials. Methodol Comput Appl Probab 20, 563–573 (2018). https://doi.org/10.1007/s11009-017-9576-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11009-017-9576-1
Keywords
- Binomial distribution of order k
- Exchangeable binary random variables
- Stochastic ordering
- Success runs