WEAK-CONVERGENCE OF POPULATION GENEALOGICAL PROCESSES TO THE COALESCENT WITH AGES

被引:2
作者
DONNELLY, P
JOYCE, P
机构
[1] UNIV IDAHO, DEPT MATH & STAT, MOSCOW, ID 83843 USA
[2] UNIV SO CALIF, LOS ANGELES, CA 90089 USA
关键词
COUPLING; SAMPLING FUNCTIONS; NEUTRAL MODELS; EXCHANGEABILITY; GENEALOGY;
D O I
10.1214/aop/1176989929
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The population genealogical processes associated with a wide range of exchangeable reproductive models (including the Wright-Fisher model) are shown to converge weakly, as the population size becomes large, to a particularly tractable limiting process, the age-ordered analog of Kingman's coalescent. This result extends the known convergence results for sample processes and effectively completes the robustness theory for neutral genealogies. Its consequences, which include a unification of the results for neutral models, have already been exploited elsewhere. The techniques used rely heavily on knowledge of sample behavior, together with consistency arguments. They may be of more general interest.
引用
收藏
页码:322 / 341
页数:20
相关论文
共 16 条
[1]  
Billingsley P., 2013, CONVERGE PROBAB MEAS
[2]  
CANNINGS C, 1975, ADV APPL PROBAB, V7, P264, DOI 10.2307/1426077
[3]  
COX JT, 1990, P LOND MATH SOC, V61, P189
[4]   CONSISTENT ORDERED SAMPLING DISTRIBUTIONS - CHARACTERIZATION AND CONVERGENCE [J].
DONNELLY, P ;
JOYCE, P .
ADVANCES IN APPLIED PROBABILITY, 1991, 23 (02) :229-258
[5]   THE AGES OF ALLELES AND A COALESCENT [J].
DONNELLY, P ;
TAVARE, S .
ADVANCES IN APPLIED PROBABILITY, 1986, 18 (01) :1-19
[7]   CONTINUITY AND WEAK-CONVERGENCE OF RANKED AND SIZE-BIASED PERMUTATIONS ON THE INFINITE SIMPLEX [J].
DONNELLY, P ;
JOYCE, P .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1989, 31 (01) :89-103
[8]   THE POPULATION GENEALOGY OF THE INFINITELY - MANY NEUTRAL ALLELES MODEL [J].
DONNELLY, P ;
TAVARE, S .
JOURNAL OF MATHEMATICAL BIOLOGY, 1987, 25 (04) :381-391
[9]  
Ethier S.N., 2005, MARKOV PROCESSES CHA, Vsecond