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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Eichenauer, J., Grothe, H. and Lehn, J.: Marsaglia's lattice test and non-linear congruential pseudo random number generators, Metrika35, 241–250 (1988)
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)
Eichenauer, J. and Lehn, J.: A non-linear congruential pseudorandom number generator, Statist. Papers27, 315–326 (1986)
Eichenauer, J. and Lehn, J.: On the structure of quadratic congruential sequences, manuscripta math.58, 129–140 (1987)
Eichenauer, J., Lehn, J. and Topuzoğlu, A.: A nonlinear congruential pseudorandom number generator with power of two modulus, Math. Comp.51, 757–759 (1988)
Eichenauer, J. and Niederreiter, H.: On Marsaglia's lattice test for pseudorandom numbers, manuscripta math.,62, 245–248 (1988)
Eichenauer-Herrmann, J.: A remark on the discrepancy of quadratic congruential pseudorandom numbers, J. Comp. Appl. Math.43, 383–387 (1992)
Eichenauer-Herrmann, J.: Construction of inversive congruential pseudorandom number generators with maximal period length, J. Comp. Appl. Math.40, 345–349 (1992)
Eichenauer-Herrmann, J.: Inversive congruential pseudorandom numbers: a tutorial, Int. Statist. Rev.60, 167–176 (1992)
Eichenauer-Herrmann, J.: Inversive congruential pseudorandom numbers avoid the planes, Math. Comp.56, 297–301 (1991)
Eichenauer-Herrmann, J.: On the autocorrelation structure of inversive congruential pseudorandom number sequences, Statist. Papers33, 261–268 (1992)
Eichenauer-Herrmann, J.: On the discrepancy of inversive congruential pseudorandom numbers with prime power modulus, manuscripta Math.71, 153–161 (1991)
Eichenauer-Herrmann, J.: Statistical independence of a new class of inversive congruential pseudorandom numbers, Math. Comp. (to appear)
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)
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)
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)
Eichenauer-Herrmann, J. and Niederreiter, H.: On the discrepancy of quadratic congruential pseudorandom numbers, J. Comp. Appl. Math.,34, 243–249 (1991)
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)
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)
Lidl, R. and Niederreiter, H.: Finite fields, Addison-Wesley, Reading, Mass., 1983
Niederreiter, H.: Remarks on nonlinear congruential pseudorandom numbers, Metrika35, 321–328 (1988)
Niederreiter, H.: Statistical independence of nonlinear congruential pseudorandom numbers, Monatsh. Math.106, 149–159 (1988)
Niederreiter, H.: The serial test for congruential pseudorandom numbers generated by inversions, Math. Comp.52, 135–144 (1989)
Niederreiter, H.: Lower bounds for the discrepancy of inversive congruential pseudorandom numbers, Math. Comp.55, 277–287 (1990)
Niederreiter, H.: Recent trends in random number and random vector generation, Ann. Operations Res.31, 323–346 (1991)
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
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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