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On the discrepancy of inversive congruential pseudorandom numbers with prime power modulus, II

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Abstract

One of the alternatives to linear congruential pseudorandom number generators with their known deficiencies is the inversive congruential method with prime power modulus. Recently, it was proved that pairs of inversive congruential pseudorandom numbers have nice statistical independence properties. In the present paper it is shown that a similar result cannot be obtained fork-tuples withk≥3 since their discrepancy is too large. The method of proof relies on the evaluation of certain exponential sums. In view of the present result the inversive congruential method with prime power modulus seems to be not absolutely suitable for generating uniform pseudorandom numbers.

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References

  1. Eichenauer, J., Grothe, H. and Lehn, J.: Marsaglia's lattice test and non-linear congruential pseudo random number generators, Metrika35, 241–250 (1988)

    Article  MATH  Google Scholar 

  2. Eichenauer, J., Grothe, H., Lehn, J. and Topuzoğlu, A.: A multiple recursive non-linear congruential pseudo random number generator, manuscripta math.59, 331–346 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  3. Eichenauer, J. and Lehn, J.: A non-linear congruential pseudorandom number generator, Statist. Papers27, 315–326 (1986)

    MathSciNet  MATH  Google Scholar 

  4. Eichenauer, J. and Lehn, J.: On the structure of quadratic congruential sequences, manuscripta math.58, 129–140 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  5. Eichenauer, J., Lehn, J. and Topuzoğlu, A.: A nonlinear congruential pseudorandom number generator with power of two modulus, Math. Comp.51, 757–759 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  6. Eichenauer, J. and Niederreiter, H.: On Marsaglia's lattice test for pseudorandom numbers, manuscripta math.,62, 245–248 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  7. Eichenauer-Herrmann, J.: A remark on the discrepancy of quadratic congruential pseudorandom numbers, J. Comp. Appl. Math.43, 383–387 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  8. Eichenauer-Herrmann, J.: Construction of inversive congruential pseudorandom number generators with maximal period length, J. Comp. Appl. Math.40, 345–349 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  9. Eichenauer-Herrmann, J.: Inversive congruential pseudorandom numbers: a tutorial, Int. Statist. Rev.60, 167–176 (1992)

    Article  MATH  Google Scholar 

  10. Eichenauer-Herrmann, J.: Inversive congruential pseudorandom numbers avoid the planes, Math. Comp.56, 297–301 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  11. Eichenauer-Herrmann, J.: On the autocorrelation structure of inversive congruential pseudorandom number sequences, Statist. Papers33, 261–268 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  12. Eichenauer-Herrmann, J.: On the discrepancy of inversive congruential pseudorandom numbers with prime power modulus, manuscripta Math.71, 153–161 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  13. Eichenauer-Herrmann, J.: Statistical independence of a new class of inversive congruential pseudorandom numbers, Math. Comp. (to appear)

  14. Eichenauer-Herrmann, J. and Grothe, H.: A new inversive congruential pseudorandom number generator with power of two modulus, ACM Trans. Modeling Computer Simulation (to appear)

  15. Eichenauer-Herrmann, J., Grothe, H., Niederreiter, H. and Topuzoğlu, A.: On the lattice structure of a nonlinear generator with modulus 2α. J. Comp. Appl. Math.31, 81–85 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  16. Eichenauer-Herrmann, J. and Niederreiter, H.: Lower bounds for the discrepancy of inversive congruential pseudorandom numbers with power of two modulus. Math. Comp.58, 775–779 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  17. Eichenauer-Herrmann, J. and Niederreiter, H.: On the discrepancy of quadratic congruential pseudorandom numbers, J. Comp. Appl. Math.,34, 243–249 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  18. Eichenauer-Herrmann, J. and Topuzoğlu, A.: On the period length of congruential pseudorandom number sequences generated by inversions, J. Comp. Appl. Math.31, 87–96 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  19. Kiefer, J.: On large deviations of the empiric d. f. of vector chance variables and a law of the iterated logarithm, Pacific J. Math.11, 649–660 (1961)

    Article  MathSciNet  MATH  Google Scholar 

  20. Lidl, R. and Niederreiter, H.: Finite fields, Addison-Wesley, Reading, Mass., 1983

    MATH  Google Scholar 

  21. Niederreiter, H.: Remarks on nonlinear congruential pseudorandom numbers, Metrika35, 321–328 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  22. Niederreiter, H.: Statistical independence of nonlinear congruential pseudorandom numbers, Monatsh. Math.106, 149–159 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  23. Niederreiter, H.: The serial test for congruential pseudorandom numbers generated by inversions, Math. Comp.52, 135–144 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  24. Niederreiter, H.: Lower bounds for the discrepancy of inversive congruential pseudorandom numbers, Math. Comp.55, 277–287 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  25. Niederreiter, H.: Recent trends in random number and random vector generation, Ann. Operations Res.31, 323–346 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  26. Niederreiter, H.: Nonlinear methods for pseudorandom number and vector generation, in: Pflug, G. and Dieter, U. (eds.) Simulation and Optimization, Lecture Notes in Economics and Math. Systems374, 145–153, Springer, Berlin, 1992

    Chapter  Google Scholar 

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Eichenauer-Herrmann, J. On the discrepancy of inversive congruential pseudorandom numbers with prime power modulus, II. Manuscripta Math 79, 239–246 (1993). https://doi.org/10.1007/BF02568342

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  • DOI: https://doi.org/10.1007/BF02568342

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