The Annals of Probability

Stability of perpetuities

Charles M. Goldie and Ross A. Maller

Source: Ann. Probab. Volume 28, Number 3 (2000), 1195-1218.

Abstract

For a series of randomly discounted terms we give an integral criterion to distinguishbetween almost-sure absolute convergence and divergence in probability to $\infty$, these being the only possible forms of asymptotic behavior. This solves the existence problem for a one-dimensional perpetuity that remains from a 1979 study by Vervaat, and yields a complete characterization of the existence of distributional fixed points of a random affine map in dimension one.

Primary Subjects: 60H25
Keywords: Distributional fixed point; perpetuity; random affine map; randomly discounted series

Full-text: Open access

Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aop/1019160331
Mathematical Reviews number (MathSciNet): MR1797309
Digital Object Identifier: doi:10.1214/aop/1019160331
Zentralblatt MATH identifier: 1023.60037

References

Bougerol, P. and Picard, N. (1992). Strict stationarity of generalized autoregressive processes. Ann. Probab. 20 1714-1730.
Mathematical Reviews (MathSciNet): MR93i:60071
Zentralblatt MATH: 0763.60015
Brandt, A. (1986). The stochastic equation Yn+1 = AnYn + Bn withstationary coefficients. Adv. in Appl. Probab. 18 211-220.
Chow, Y.-S. and Zhang, C.-H. (1986). A note on Feller's strong law of large numbers. Ann. Probab. 14 1088-1094.
Zentralblatt MATH: 0608.60052
Embrechts, P. and Goldie, C. M. (1994). Perpetuities and random equations. In Asymptotic Statistics: Proceedings of the Fifth Prague Symposium (P. Mandl and M. Hu skov´a, eds.) 75-86. Physica, Heidelberg.
Mathematical Reviews (MathSciNet): MR95m:60093
Erickson, K. B. (1973). The strong law of large numbers when the mean is undefined. Trans. Amer. Math. Soc. 185 371-381.
Mathematical Reviews (MathSciNet): MR49:1579
Glasserman, P. and Yao, D. D. (1995). Stochastic vector difference equations with stationary coefficients. J. Appl. Probab. 32 851-866.
Mathematical Reviews (MathSciNet): MR96k:60166
Zentralblatt MATH: 0839.60060
Goldie, C. M. (1991). Implicit renewal theory and tails of solutions of random equations. Ann. Appl. Probab. 1 126-166.
Mathematical Reviews (MathSciNet): MR93i:60118
Zentralblatt MATH: 0724.60076
Goldie, C. M. and Gr ¨ubel, R. (1996). Perpetuities withthin tails. Adv. in Appl. Probab. 28 463-480.
Grincevi cius, A. K. (1974). On the continuity of the distribution of a sum of dependent variables connected withindependent walks on lines. Teor. Veroyatnost. i Primen. 19 163-168. [Translation in Theory Probab. Appl. 19 (1974) 163-168.]
Grincevi cius, A. K. (1980). Products of random affine transformations. Litovsk. Mat. Sbornik 20 49-53. (Translation in Lithuanian Math. J. 20 279-282.)
Grincevi cius, A. K. (1981). A random difference equation. Litovsk. Mat. Sbornik 21 57-64. [Translation in Lithuanian Math. J. 21 (1981) 302-306.]
Gr ¨ubel, R. (1998). Hoare's selection algorithm: a Markov chain approach. J. Appl. Probab. 35 36-45.
Mathematical Reviews (MathSciNet): MR99f:60133
Gr ¨ubel, R. and R ¨osler, U. (1996). Asymptotic distribution theory for Hoare's selection algorithm. Adv. Appl. Probab. 28 252-269.
Mathematical Reviews (MathSciNet): MR96j:68047
Kellerer, H. G. (1992). Ergodic behaviour of affine recursions I: criteria for recurrence and transience; II: invariant measures and ergodic theorems; III: positive recurrence and null recurrence. Reports, Math. Inst. Univ. M ¨unchen, Theresienstrasse 39, D-8000 M ¨unchen, Germany.
Kesten, H. and Maller, R. A. (1996). Two renewal theorems for general random walks tending to infinity. Probab. Theory Related Fields 106 1-38.
Mathematical Reviews (MathSciNet): MR97i:60113
Klass, M. J. and Wittman, R. (1993). Which i.i.d. sums are recurrently dominated by their maximal terms J. Theoret. Probab. 6 195-207.
Zentralblatt MATH: 0777.60066
Letac, G. (1986). A contraction principle for certain Markov chains and its applications. In Random Matrices and Their Applications 263-273. Amer. Math. Soc., Providence, RI.
Mathematical Reviews (MathSciNet): MR88a:60121
Lo eve, M. (1977). Probability Theory 1, 4thed. Springer, New York.
Mathematical Reviews (MathSciNet): MR58:31324a
Petrov, V. V. (1995). Limit Theorems of Probability Theory: Sequences of Independent Random Variables. Oxford Univ. Press.
Pruitt, W. E. (1981). General one-sided laws of the iterated logarithm. Ann. Probab. 9 1-48.
Mathematical Reviews (MathSciNet): MR82k:60066
Zentralblatt MATH: 0462.60030
Spitzer, F. (1976). Principles of Random Walk, 2nd ed. Springer, New York.
Mathematical Reviews (MathSciNet): MR52:9383
Vervaat, W. (1979). On a stochastic difference equation and a representation of nonnegative infinitely divisible random variables. Adv. in Appl. Probab. 11 750-783.
Mathematical Reviews (MathSciNet): MR81b:60064
Zakusilo, O. K. (1975). On classes of limit distributions in a summation scheme. Teor. Veroyatnost. i Mat. Statist. 12 44-48. (Translation in Theor. Probab. and Math. Statist. 12 44-48.)
Mathematical Reviews (MathSciNet): MR53:1689

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