Skip to main content
Log in

Stochastic Ordering Among Success Runs Statistics in a Sequence of Exchangeable Binary Trials

  • Published:
Methodology and Computing in Applied Probability Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

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

    Article  MathSciNet  MATH  Google Scholar 

  • Atalay DS, Zeybek M (2013) Circular success and failure runs in a sequence of exchangeable binary trials. J Stat Plann Inference 143:621–629

    Article  MathSciNet  MATH  Google Scholar 

  • Balakrishan N, Koutras MV (2002) Runs and scans with applications. Wiley, New York

    MATH  Google Scholar 

  • 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

    Article  MathSciNet  MATH  Google Scholar 

  • Balakrishnan N, Koutras MV, Milienos FS (2014a) Some binary start-up demonstration tests and associated inferential methods. Ann Inst Stat Math 66:759–787

    Article  MathSciNet  MATH  Google Scholar 

  • 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

    Article  MATH  Google Scholar 

  • 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

    MATH  Google Scholar 

  • Cheung LW (2004) Use of runs statistics for pattern recognition in genomic DNA sequences. J Comput Biol 11:107–124

    Article  Google Scholar 

  • Eryilmaz S, Demir S (2007) Success runs in a sequence of exchangeable binary trials. J Stat Plann Inference 137:2954–2963

    Article  MathSciNet  MATH  Google Scholar 

  • Eryilmaz S, Zuo MJ (2010) Constrained (k, d)-out-of-n systems. Int J Syst Sci 41(6):679–685

    Article  MathSciNet  MATH  Google Scholar 

  • Fu JC, Koutras MV (1994) Distribution theory of runs: a Markov chain approach. J Amer Statist Assoc 89:1050–1058

    Article  MathSciNet  MATH  Google Scholar 

  • Goldstein L (1990) Poisson approximations and DNA sequence matching. Commun Stat- Theory Methods 19:4167–4179

    Article  MathSciNet  MATH  Google Scholar 

  • Koutras MV, Alexandrou VA (1997) Non-parametric randomness tests based on success runs of fixed length. Stat Probab Lett 32:393–404

    Article  MathSciNet  MATH  Google Scholar 

  • 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

    Article  MathSciNet  MATH  Google Scholar 

  • Ling KD (1988) On binomial distribution of order k. Stat Probab Lett 6:247–250

    Article  MathSciNet  MATH  Google Scholar 

  • Lou WYW (2003) The exact distribution of the k-tuple statistic for sequence homology. Stat Probab Lett 61:51–59

    Article  MathSciNet  MATH  Google Scholar 

  • 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

    Article  MathSciNet  MATH  Google Scholar 

  • Makri FS, Philippou AN, Psillakis ZM (2007a) Success run statistics defined on an urn model. Adv Appl Probab 39:991–1019

    Article  MathSciNet  MATH  Google Scholar 

  • 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

    Article  MathSciNet  MATH  Google Scholar 

  • Makri FS, Psillakis ZM (2011) On success runs of length exceeded a threshold. Methodol Comput Appl Probab 13:269–305

    Article  MathSciNet  MATH  Google Scholar 

  • 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

    Chapter  Google Scholar 

  • 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

    MATH  Google Scholar 

  • Shaked M, Shanthikumar JG (2007) Stochastic orders. Springer-Verlag, New York

    Book  MATH  Google Scholar 

  • Wolfowitz J (1943) On the theory of runs with some applications to quality control. Ann Math Statist 14:280–288

    Article  MathSciNet  MATH  Google Scholar 

  • Yalcin F (2013) On a generalization of Ling’s binomial distribution. ISTATISTIK: J Turk Stat Assoc 6:110–115

    MathSciNet  Google Scholar 

Download references

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

Authors

Corresponding author

Correspondence to Serkan Eryilmaz.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11009-017-9576-1

Keywords

Mathematics Subject Classification (2010)

Navigation