DISENTANGLING EVOLUTIONARY CAUSE-EFFECT RELATIONSHIPS WITH PHYLOGENETIC CONFIRMATORY PATH ANALYSIS

作者: Achaz von Hardenberg , Alejandro Gonzalez-Voyer

DOI: 10.1111/J.1558-5646.2012.01790.X

关键词:

摘要: Confirmatory path analysis is a statistical technique to build models of causal hypotheses among variables and test if the data conform with the causal model. However, classical path analysis techniques ignore the nonindependence of observations due to phylogenetic relatedness among species, possibly leading to spurious results. Here, we present a simple method to perform phylogenetic confirmatory path analysis (PPA). We analyzed simulated datasets with varying amounts of phylogenetic signal in the data and a known underlying …

参考文章(43)
Hugh Drummond, Begging Versus Aggression in Avian Broodmate Competition Springer, Dordrecht. pp. 337- 360 ,(2002) , 10.1007/0-306-47660-6_18
Kenneth P Burnham, David R Anderson, Kenneth P Burnham, David R Anderson, Practical Use of the Information-Theoretic Approach Model Selection and Inference. pp. 75- 117 ,(1998) , 10.1007/978-1-4757-2917-7_3
Hugh Drummond, The control and function of agonism in avian broodmates Advances in The Study of Behavior. ,vol. 30, pp. 261- 301 ,(2001) , 10.1016/S0065-3454(01)80009-7
Liam J. Revell, Phylogenetic signal and linear regression on species data Methods in Ecology and Evolution. ,vol. 1, pp. 319- 329 ,(2010) , 10.1111/J.2041-210X.2010.00044.X
Thomas Verma, Judea Pearl, None, Causal networks: semantics and expressiveness uncertainty in artificial intelligence. ,vol. 9, pp. 69- 78 ,(1990) , 10.1016/B978-0-444-88650-7.50011-1
R. A. Fisher, The Arrangement of Field Experiments Springer Series in Statistics. pp. 82- 91 ,(1992) , 10.1007/978-1-4612-4380-9_8
C. E. GRUEBER, S. NAKAGAWA, R. J. LAWS, I. G. JAMIESON, Multimodel inference in ecology and evolution: challenges and solutions Journal of Evolutionary Biology. ,vol. 24, pp. 699- 711 ,(2011) , 10.1111/J.1420-9101.2010.02210.X
Maxime Cardon, Géraldine Loot, Gaël Grenouillet, Simon Blanchet, Host characteristics and environmental factors differentially drive the burden and pathogenicity of an ectoparasite: a multilevel causal analysis. Journal of Animal Ecology. ,vol. 80, pp. 657- 667 ,(2011) , 10.1111/J.1365-2656.2011.01804.X