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A central limit theorem for a new statistic on permutations

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Abstract

This paper does three things: It proves a central limit theorem for novel permutation statistics (for example, the number of descents plus the number of descents in the inverse). It provides a clear illustration of a new approach to proving central limit theorems more generally. It gives us an opportunity to acknowledge the work of our teacher and friend B. V. Rao.

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References

  1. E. A. Bender, Central and local limit theorems applied to asymptotic enumeration, J. Combinatorial Theory Ser. A, 15 (1973), 91–111.

    Article  MathSciNet  MATH  Google Scholar 

  2. A. Borodin, P. Diaconis and J. Fulman, On adding a list of numbers (and other one-dependent determinantal processes), Bull. Amer. Math. Soc. (N.S.), 47(4) (2010), 639–670.

    Article  MathSciNet  MATH  Google Scholar 

  3. S. Chatterjee, A new method of normal approximation. Ann. Probab., 36(4) (2008), 1584–1610.

    Article  MathSciNet  MATH  Google Scholar 

  4. S. Chatterjee and K. Soundararajan, Random multiplicative functions in short intervals, Int. Math. Res. Not., 2012(3) (2012), 479–492.

    Article  MathSciNet  MATH  Google Scholar 

  5. L. Carlitz, Eulerian numbers and polynomials, Math. Mag., 32 (1958), 247–260.

    Article  MathSciNet  MATH  Google Scholar 

  6. L Carlitz, D. P. Roselle and R. A. Scoville, Permutations and sequences with repetitions by number of increases, J. Combinatorial Theory, 1 (1966), 350–374.

    Article  MathSciNet  MATH  Google Scholar 

  7. L. H. Y. Chen and Q.-M. Shao, Normal approximation under local dependence, Ann. Probab., 32(3A) (2004), 1985–2028.

    Article  MathSciNet  MATH  Google Scholar 

  8. M. A. Conger, A refinement of the Eulerian numbers, and the joint distribution of π(1) and Des(π) in Sn. Ars Combin., 95 (2010), 445–472.

    MathSciNet  MATH  Google Scholar 

  9. D. E. Critchlow, Metric methods for analyzing partially ranked data, Springer Science & Business Media, (2012).

    MATH  Google Scholar 

  10. F. N. David and D. E. Barton, Combinatorial chance, Hafner Publishing Co., New York, (1962).

    Google Scholar 

  11. P. Diaconis, Group representations in probability and statistics, Institute of Mathematical Statistics, Hayward, CA, (1988).

    MATH  Google Scholar 

  12. J. Fulman, Descent identities, Hessenberg varieties, and the Weil conjectures, J. Combin. Theory Ser. A, 87(2) (1999), 390–397.

    Article  MathSciNet  MATH  Google Scholar 

  13. J. Fulman, Stein’s method and non-reversible Markov chains, In Stein’s method: expository lectures and applications, 69–77, IMS Lecture Notes Monogr. Ser., 46, Inst. Math. Statist., Beachwood, OH (2004).

    Google Scholar 

  14. A. M. Garsia and I. Gessel, Permutation statistics and partitions. Adv. in Math., 31(3) (1979), 288–305.

    Article  MathSciNet  MATH  Google Scholar 

  15. R. L. Graham, D. E. Knuth and O. Patashnik, Concrete mathematics. A foundation for computer science, Second edition, Addison-Wesley Publishing Company, Reading, MA, (1994).

    MATH  Google Scholar 

  16. L. H. Harper, Stirling behavior is asymptotically normal, Ann. Math. Statist., 38 (1967), 410–414.

    Article  MathSciNet  MATH  Google Scholar 

  17. J. I. Marden, Analyzing and modeling rank data, CRC Press, (1996).

    MATH  Google Scholar 

  18. T. K. Petersen, Two-sided Eulerian numbers via balls in boxes. Math. Mag., 86(3) (2013), 159–176.

    Article  MathSciNet  MATH  Google Scholar 

  19. T. K. Petersen, Eulerian numbers, Birkhäuser/Springer, New York, (2015).

    Book  MATH  Google Scholar 

  20. J. Pitman, Probabilistic bounds on the coefficients of polynomials with only real zeros, J. Combin. Theory Ser. A, 77(2) (1997), 279–303.

    Article  MathSciNet  MATH  Google Scholar 

  21. D. Rawlings, Enumeration of permutations by descents, idescents, imajor index, and basic components. J. Combin. Theory Ser. A, 36(1) (1984), 1–14.

    Article  MathSciNet  MATH  Google Scholar 

  22. N. J. A. Sloane, A handbook of integer sequences, Academic Press, New York-London, (1973).

    MATH  Google Scholar 

  23. R. Stanley, Eulerian partitions of a unit hypercube, In: Higher Combinatorics (M. Aigner, ed.), Reidel, Dordrecht/Boston, 49 (1977).

    Google Scholar 

  24. R. P. Stanley, Enumerative combinatorics, Volume 1, Second edition, Cambridge University Press, Cambridge, (2012).

    MATH  Google Scholar 

  25. S. M. Stigler, Estimating serial correlation by visual inspection of diagnostic plots, Amer. Statist., 40(2) (1986), 111–116.

    MathSciNet  MATH  Google Scholar 

  26. V. A. Vatutin, Limit theorems for the number of ascending segments in random permutations generated by sorting algorithms. Discrete Math. Appl., 4(1) (1994), 31–44.

    Article  MathSciNet  MATH  Google Scholar 

  27. V. A. Vatutin, The numbers of ascending segments in a random permutation and in one inverse to it are asymptotically independent, Discrete Math. Appl., 6(1) (1996), 41–52.

    Article  MathSciNet  MATH  Google Scholar 

  28. V. A. Vatutin and V. G. Mikhailov, On the number of readings of random nonequiprobable files under stable sorting, Discrete Math. Appl., 6(3) (1996), 207–223.

    Article  MathSciNet  Google Scholar 

  29. D. Warren and E. Seneta, Peaks and Eulerian numbers in a random sequence. J. Appl. Probab., 33(1) (1996), 101–114.

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Sourav Chatterjee.

Additional information

Sourav Chatterjee’s research was partially supported by NSF grant DMS-1441513.

Persi Diaconis’s research was partially supported by NSF grant DMS-1208775.

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Chatterjee, S., Diaconis, P. A central limit theorem for a new statistic on permutations. Indian J Pure Appl Math 48, 561–573 (2017). https://doi.org/10.1007/s13226-017-0246-3

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  • DOI: https://doi.org/10.1007/s13226-017-0246-3

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