4.6 Article

Bridging Inter- and Intraspecific Trait Evolution with a Hierarchical Bayesian Approach

期刊

SYSTEMATIC BIOLOGY
卷 65, 期 3, 页码 417-431

出版社

OXFORD UNIV PRESS
DOI: 10.1093/sysbio/syw010

关键词

Comparative phylogenetics; hierarchical Bayesian model; intraspecific variance; macroevolution; Markov Chain Monte Carlo; niche breadth

资金

  1. Swiss National Science Foundation [3100A0-122433, 3100A0-163428]
  2. Carl Tryggers stiftelse
  3. Wenner-Gren foundation

向作者/读者索取更多资源

The evolution of organisms is crucially dependent on the evolution of intraspecific variation. Its interactions with selective agents in the biotic and abiotic environments underlie many processes, such as intraspecific competition, resource partitioning and, eventually, species formation. Nevertheless, comparative models of trait evolution neither allow explicit testing of hypotheses related to the evolution of intraspecific variation nor do they simultaneously estimate rates of trait evolution by accounting for both trait mean and variance. Here, we present a model of phenotypic trait evolution using a hierarchical Bayesian approach that simultaneously incorporates interspecific and intraspecific variation. We assume that species-specific trait means evolve under a simple Brownian motion process, whereas species-specific trait variances are modeled with Brownian or Ornstein-Uhlenbeck processes. After evaluating the power of the method through simulations, we examine whether life-history traits impact evolution of intraspecific variation in the Eriogonoideae (buckwheat family, Polygonaceae). Our model is readily extendible to more complex scenarios of the evolution of inter-and intraspecific variation and presents a step toward more comprehensive comparative models for macroevolutionary studies.

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