Source: Ann. Probab. Volume 33, Number 2
(2005), 645-673.
We study branching processes in an i.i.d. random environment, where the associated random walk is of the oscillating type. This class of processes generalizes the classical notion of criticality. The main properties of such branching processes are developed under a general assumption, known as Spitzer’s condition in fluctuation theory of random walks, and some additional moment condition. We determine the exact asymptotic behavior of the survival probability and prove conditional functional limit theorems for the generation size process and the associated random walk. The results rely on a stimulating interplay between branching process theory and fluctuation theory of random walks.
References
Afanasyev, V. I. (1993). A limit theorem for a critical branching process in random environment. Discrete Math. Appl. 5 45--58. (In Russian.)
Afanasyev, V. I. (1997). A new theorem for a critical branching process in random environment. Discrete Math. Appl. 7 497--513.
Afanasyev, V. I. (2001). A functional limit theorem for a critical branching process in a random environment. Discrete Math. Appl. 11 587--606.
Agresti, A. (1975). On the extinction times of varying and random environment branching processes. J. Appl. Probab. 12 39--46.
Mathematical Reviews (MathSciNet):
MR365733
Athreya, K. B. and Karlin, S. (1971). On branching processes with random environments: I, II. Ann. Math. Statist. 42 1499--1520, 1843--1858.
Athreya, K. B. and Ney, P. (1972). Branching Processes. Springer, Berlin.
Mathematical Reviews (MathSciNet):
MR373040
Bertoin, J. and Doney, R. A. (1994). On conditioning a random walk to stay nonnegative. Ann. Probab. 22 2152--2167.
Bingham, N., Goldie, C. and Teugels, J. (1987). Regular Variation. Cambridge Univ. Press.
Mathematical Reviews (MathSciNet):
MR898871
Doney, R. A. (1985). Conditional limit theorems for asymptotically stable random walks. Z. Wahrsch. Verw. Gebiete 70 351--360.
Mathematical Reviews (MathSciNet):
MR803677
Doney, R. A. (1995). Spitzer's condition and ladder variables in random walks. Probab. Theory Related Fields 101 577--580.
Durrett, R. (1978). Conditioned limit theorems for some null recurrent Markov processes. Ann. Probab. 6 798--828.
Mathematical Reviews (MathSciNet):
MR503953
Dyakonova, E. E., Geiger, J. and Vatutin, V. A. (2004). On the survival probability and a functional limit theorem for branching processes in random environment. Markov Process. Related Fields 10 289--306.
Feller, W. (1971). An Introduction to Probability Theory and Its Applications II. Wiley, New York.
Mathematical Reviews (MathSciNet):
MR270403
Geiger, J. and Kersting, G. (2000). The survival probability of a critical branching process in a random environment. Theory Probab. Appl. 45 517--525.
Jagers, P. (1974). Galton--Watson processes in varying environments. J. Appl. Probab. 11 174--178.
Mathematical Reviews (MathSciNet):
MR368197
Jirina, M. (1976). Extinction of non-homogeneous Galton--Watson processes. J. Appl. Probab. 13 132--137.
Mathematical Reviews (MathSciNet):
MR394912
Kozlov, M. V. (1976). On the asymptotic behavior of the probability of non-extinction for critical branching processes in a random environment. Theory Probab. Appl. 21 791--804.
Mathematical Reviews (MathSciNet):
MR428492
Kozlov, M. V. (1995). A conditional function limit theorem for a critical branching process in a random medium. Dokl. Akad. Nauk 344 12--15. (In Russian.)
Petrov, V. V. (1975). Sums of Independent Random Variables. Springer, Berlin.
Mathematical Reviews (MathSciNet):
MR388499
Smith, W. L. and Wilkinson, W. E. (1969). On branching processes in random environments. Ann. Math. Statist. 40 814--827.
Mathematical Reviews (MathSciNet):
MR246380
Tanaka, H. (1989). Time reversal of random walks in one dimension. Tokyo J. Math. 12 159--174.
Vatutin, V. A. (2002). Reduced branching processes in random environment: The critical case. Theory Probab. Appl. 47 99--113.
Vatutin, V. A. and Dyakonova, E. E. (2003). Galton--Watson branching processes in random environment, I: Limit theorems. Teor. Veroyatnost. i Primenen. 48 274--300. (In Russian.)