Path to survival for the critical branching processes in a random environment

A critical branching process $\left\{ Z_{k},k=0,1,2,...\right\} $ in a random environment is considered. A conditional functional limit theorem for the properly scaled process $\left\{ \log Z_{pu},0\leq u 0$ and $p\ll n$. It is shown that the limiting process is a Levy process conditioned to stay nonnegative. The proof of this result is based on a limit theorem describing the distribution of the initial part of the trajectories of a driftless random walk conditioned to stay nonnegative.

[1]  R. Doney Local behaviour of first passage probabilities , 2010, 1006.5316.

[2]  V. Afanasyev On the maximum of a critical branching process in a random environment , 1999 .

[3]  Limit theorems for decomposable branching processes in a random environment , 2015, Journal of Applied Probability.

[4]  V. Vatutin,et al.  Limit Theorems for Weakly Subcritical Branching Processes in Random Environment , 2010, 1001.1672.

[5]  V. Zolotarev Mellin-Stieltjes Transforms in Probability Theory , 1957 .

[6]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[7]  V. Vatutin Subcritical Branching Processes in Random Environment , 2016 .

[8]  V. Vatutin,et al.  Evolution of branching processes in a random environment , 2013 .

[9]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1967 .

[10]  V. Vatutin REDUCED BRANCHING PROCESSES IN RANDOM ENVIRONMENT: THE CRITICAL CASE ∗ , 2003 .

[11]  V. Vatutin,et al.  Branching processes in random environment which extinct at a given moment , 2010, 1001.2413.

[12]  Jean-Paul Chilès,et al.  Wiley Series in Probability and Statistics , 2012 .

[13]  R. Bass,et al.  Review: P. Billingsley, Convergence of probability measures , 1971 .

[14]  L. Chaumont,et al.  Invariance principles for random walks conditioned to stay positive , 2006, math/0602306.

[15]  Criticality for branching processes in random environment , 2005, math/0503657.

[16]  V. Vatutin Limit Theorem for an Intermediate Subcritical Branching Process in a Random Environment , 2004 .

[17]  Jean Bertoin,et al.  On conditioning a random walk to stay nonnegative , 1994 .

[18]  V. Afanasyev A new theorem for a critical branching process in random environment , 1997 .

[19]  V. Afanasyev A functional limit theorem for a critical branching process in a random environment , 2001 .

[20]  V. Vatutin,et al.  Galton--Watson Branching Processes in a Random Environment I: Limit Theorems , 2004 .

[21]  V. Afanasyev On the passage time of a fixed level by a critical branching process in a random environment , 1999 .

[22]  G. Kersting,et al.  The survival probability of a critical branching process in random environment@@@The survival probability of a critical branching process in random environment , 2000 .

[23]  V. Vatutin,et al.  Functional limit theorems for strongly subcritical branching processes in random environment , 2005 .

[24]  L. Chaumont Excursion normalisée, méandre et pont pour les processus de Lévy stables , 1997 .

[25]  Thomas Mikosch,et al.  Regularly varying functions , 2006 .

[26]  L. Chaumont Conditionings and path decompositions for Lévy processes , 1996 .

[27]  M. V. Kozlov,et al.  On the Asymptotic Behavior of the Probability of Non-Extinction for Critical Branching Processes in a Random Environment , 1977 .

[28]  G. Kersting,et al.  The Survival Probability of a Critical Branching Process in a Random Environment , 2001 .

[29]  Vladimir Vatutin,et al.  Limit theorems for decomposable branching processes in a random environment , 2014, Journal of Applied Probability.

[30]  Vladimir Vatutin,et al.  Local probabilities for random walks conditioned to stay positive , 2007, 0711.1302.

[31]  V. Vatutin,et al.  Conditional limit theorems for intermediately subcritical branching processes in random environment , 2011, 1108.2127.