Effect of nonindependent substitution on phylogenetic accuracy
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Effect of nonindependent substitution on phylogenetic accuracy. / Huelsenbeck, John P.; Nielsen, Rasmus.
In: Systematic Biology, Vol. 48, No. 2, 1999, p. 317-328.Research output: Contribution to journal › Journal article › Research › peer-review
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TY - JOUR
T1 - Effect of nonindependent substitution on phylogenetic accuracy
AU - Huelsenbeck, John P.
AU - Nielsen, Rasmus
PY - 1999
Y1 - 1999
N2 - All current phylogenetic methods assume that DNA substitutions are independent among sites. However, ample empirical evidence suggests that the process of substitution is not independent but is, in fact, temporally and spatially correlated. The robustness of several commonly used phylogenetic methods to the assumption of independent substitution is examined. A compound Poisson process is used to model DNA substitution. This model assumes that substitution events are Poisson-distributed in time and that the number of substitutions associated with each event is geometrically distributed. The asymptotic properties of phylogenetic methods do not appear to change under a compound Poisson process of DNA substitution. Moreover, the rank order of the performance of different methods does not change. However, all phylogenetic methods become less efficient when substitution follows a compound Poisson process.
AB - All current phylogenetic methods assume that DNA substitutions are independent among sites. However, ample empirical evidence suggests that the process of substitution is not independent but is, in fact, temporally and spatially correlated. The robustness of several commonly used phylogenetic methods to the assumption of independent substitution is examined. A compound Poisson process is used to model DNA substitution. This model assumes that substitution events are Poisson-distributed in time and that the number of substitutions associated with each event is geometrically distributed. The asymptotic properties of phylogenetic methods do not appear to change under a compound Poisson process of DNA substitution. Moreover, the rank order of the performance of different methods does not change. However, all phylogenetic methods become less efficient when substitution follows a compound Poisson process.
KW - Compound Poisson process
KW - Nonindependent substitution
KW - Phylogenetic accuracy
U2 - 10.1080/106351599260319
DO - 10.1080/106351599260319
M3 - Journal article
C2 - 12066710
AN - SCOPUS:0033139150
VL - 48
SP - 317
EP - 328
JO - Systematic Biology
JF - Systematic Biology
SN - 1063-5157
IS - 2
ER -
ID: 222645325