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
  • [41] Nick Martin and the Genetics of Depression: Sample Size, Sample Size, Sample Size
    Byrne, Enda M.
    Henders, Anjali K.
    Hickie, Ian B.
    Middeldorp, Christel M.
    Wray, Naomi R.
    TWIN RESEARCH AND HUMAN GENETICS, 2020, 23 (02) : 109 - 111
  • [42] Estimating multinomial effective sample size in catch-at-age and catch-at-size models
    Truesdell, Samuel B.
    Bence, James R.
    Syslo, John M.
    Ebener, Mark P.
    FISHERIES RESEARCH, 2017, 192 : 66 - 83
  • [43] The effect of sample size on estimates of genetic differentiation and effective population size for Schistosoma mansoni populations
    Barbosa, Lucio M.
    Barros, Bruna C.
    Rodrigues, Moreno de Souza
    Silva, Luciano K.
    Reis, Mitermayer G.
    Blanton, Ronald E.
    INTERNATIONAL JOURNAL FOR PARASITOLOGY, 2018, 48 (14) : 1149 - 1154
  • [44] An effective sample size for predicting plant disease incidence in a spatial hierarchy
    Madden, LV
    Hughes, G
    PHYTOPATHOLOGY, 1999, 89 (09) : 770 - 781
  • [45] EFFECTIVE SAMPLE-SIZE FOR TESTS OF CENSORED SURVIVAL-DATA
    BENEDETTI, JK
    LIU, PY
    SATHER, HN
    SEINFELD, J
    EPTON, MA
    BIOMETRIKA, 1982, 69 (02) : 343 - 349
  • [46] Sample Size Estimation for Effective Modelling of Classification Problems in Machine Learning
    Vinayak, Neha
    Ahmad, Shandar
    ADVANCED NETWORK TECHNOLOGIES AND INTELLIGENT COMPUTING, ANTIC 2022, PT II, 2023, 1798 : 365 - 378
  • [47] Estimating the Effective Sample Size to Select Independent Measurements in a Reverberation Chamber
    Lemoine, Christophe
    Besnier, Philippe
    Drissi, M'hamed
    IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 2008, 50 (02) : 227 - 236
  • [48] Prior effective sample size for exponential family distributions with multiple parameters
    Tamanoi, Ryota
    STATISTICAL ANALYSIS AND DATA MINING, 2024, 17 (03)
  • [49] Automated Sampling Assessment for Molecular Simulations Using the Effective Sample Size
    Zhang, Xin
    Bhatt, Divesh
    Zuckerman, Daniel M.
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2010, 6 (10) : 3048 - 3057
  • [50] The effective sample size for multivariate spatial processes with an application to soil contamination
    Vallejos, Ronny
    Acosta, Jonathan
    NATURAL RESOURCE MODELING, 2021, 34 (04)