Phylogenetic effective sample size

被引:10
|
作者
Bartoszek, Krzysztof [1 ]
机构
[1] Uppsala Univ, Dept Math, S-75106 Uppsala, Sweden
关键词
Biodiversity; Effective sample size; Measurement error; Ornstein-Uhlenbeck process; Phylogenetic comparative methods; Quantitative trait evolution; INTERSPECIES CORRELATION; EVOLUTIONARY REGRESSION; BRANCH LENGTHS; DIVERSITY; MODELS; SPECIATION; ADAPTATION; SELECTION; PATTERN; FREEDOM;
D O I
10.1016/j.jtbi.2016.06.026
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper I address the question-how large is a phylogenetic sample? I propose a definition of a phylogenetic effective sample size for Brownian motion and Ornstein-Uhlenbeck processes-the regression effective sample size. I discuss how mutual information can be used to define an effective sample size in the non-normal process case and compare these two definitions to an already present concept of effective sample size (the mean effective sample size). Through a simulation study I find that the AIC(c) is robust if one corrects for the number of species or effective number of species. Lastly I discuss how the concept of the phylogenetic effective sample size can be useful for biodiversity quantification, identification of interesting clades and deciding on the importance of phylogenetic correlations. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:371 / 386
页数:16
相关论文
共 50 条
  • [21] Quasi-reliable estimates of effective sample size
    Fang, Youhan
    Cao, Yudong
    Skeel, Robert D.
    IMA JOURNAL OF NUMERICAL ANALYSIS, 2022, 42 (01) : 680 - 697
  • [22] Some practical guidelines for effective sample size determination
    Lenth, RV
    AMERICAN STATISTICIAN, 2001, 55 (03): : 187 - 193
  • [23] Effective sample size: A measure of individual uncertainty in predictions
    Thomassen, Doranne
    le Cessie, Saskia
    van Houwelingen, Hans C.
    Steyerberg, Ewout W.
    STATISTICS IN MEDICINE, 2024, 43 (07) : 1384 - 1396
  • [24] A PHYLOGENETIC ESTIMATOR OF EFFECTIVE POPULATION-SIZE OR MUTATION-RATE
    FU, YX
    GENETICS, 1994, 136 (02) : 685 - 692
  • [25] The Effective Sample Size and an Alternative Small-Sample Degrees-of-Freedom Method
    Faes, Christel
    Molenberghs, Geert
    Aerts, Marc
    Verbeke, Geert
    Kenward, Michael G.
    AMERICAN STATISTICIAN, 2009, 63 (04): : 389 - 399
  • [26] On the Question of Effective Sample Size in Network Modeling: An Asymptotic Inquiry
    Krivitsky, Pavel N.
    Kolaczyk, Eric D.
    STATISTICAL SCIENCE, 2015, 30 (02) : 184 - 198
  • [27] Estimating the effective sample size in association studies of quantitative traits
    Ziyatdinov, Andrey
    Kim, Jihye
    Prokopenko, Dmitry
    Prive, Florian
    Laporte, Fabien
    Loh, Po-Ru
    Kraft, Peter
    Aschard, Hugues
    G3-GENES GENOMES GENETICS, 2021, 11 (06):
  • [28] Framework of Effective Sample Size Model for Stated Preference Experiment
    Zhu W.
    Yang J.
    Tongji Daxue Xuebao/Journal of Tongji University, 2019, 47 (11): : 1670 - 1675
  • [29] Prior Effective Sample Size in Conditionally Independent Hierarchical Models
    Morita, Satoshi
    Thall, Peter F.
    Mueller, Peter
    BAYESIAN ANALYSIS, 2012, 7 (03): : 591 - 614
  • [30] On the structural convergence of biomolecular simulations by determination of the effective sample size
    Lyman, Edward
    Zuckerman, Daniel M.
    JOURNAL OF PHYSICAL CHEMISTRY B, 2007, 111 (44): : 12876 - 12882