Independent contrasts and PGLS regression estimators are equivalent.

Abstract:

:We prove that the slope parameter of the ordinary least squares regression of phylogenetically independent contrasts (PICs) conducted through the origin is identical to the slope parameter of the method of generalized least squares (GLSs) regression under a Brownian motion model of evolution. This equivalence has several implications: 1. Understanding the structure of the linear model for GLS regression provides insight into when and why phylogeny is important in comparative studies. 2. The limitations of the PIC regression analysis are the same as the limitations of the GLS model. In particular, phylogenetic covariance applies only to the response variable in the regression and the explanatory variable should be regarded as fixed. Calculation of PICs for explanatory variables should be treated as a mathematical idiosyncrasy of the PIC regression algorithm. 3. Since the GLS estimator is the best linear unbiased estimator (BLUE), the slope parameter estimated using PICs is also BLUE. 4. If the slope is estimated using different branch lengths for the explanatory and response variables in the PIC algorithm, the estimator is no longer the BLUE, so this is not recommended. Finally, we discuss whether or not and how to accommodate phylogenetic covariance in regression analyses, particularly in relation to the problem of phylogenetic uncertainty. This discussion is from both frequentist and Bayesian perspectives.

journal_name

Syst Biol

journal_title

Systematic biology

authors

Blomberg SP,Lefevre JG,Wells JA,Waterhouse M

doi

10.1093/sysbio/syr118

subject

Has Abstract

pub_date

2012-05-01 00:00:00

pages

382-91

issue

3

eissn

1063-5157

issn

1076-836X

pii

syr118

journal_volume

61

pub_type

杂志文章
  • Phyloclimatic modeling: combining phylogenetics and bioclimatic modeling.

    abstract::We investigate the impact of past climates on plant diversification by tracking the "footprint" of climate change on a phylogenetic tree. Diversity within the cosmopolitan carnivorous plant genus Drosera (Droseraceae) is focused within Mediterranean climate regions. We explore whether this diversity is temporally link...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/1063515060081570

    authors: Yesson C,Culham A

    更新日期:2006-10-01 00:00:00

  • Phylogeny of Eunicida (Annelida) and exploring data congruence using a partition addition bootstrap alteration (PABA) approach.

    abstract::Even though relationships within Annelida are poorly understood, Eunicida is one of only a few major annelid lineages well supported by morphology. The seven recognized eunicid families possess sclerotized jaws that include mandibles and a maxillary apparatus. The maxillary apparatuses vary in shape and number of elem...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150500354910

    authors: Struck TH,Purschke G,Halanych KM

    更新日期:2006-02-01 00:00:00

  • The evolutionary root of flowering plants.

    abstract::Correct rooting of the angiosperm radiation is both challenging and necessary for understanding the origins and evolution of physiological and phenotypic traits in flowering plants. The problem is known to be difficult due to the large genetic distance separating flowering plants from other seed plants and the sparse ...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/sys070

    authors: Goremykin VV,Nikiforova SV,Biggs PJ,Zhong B,Delange P,Martin W,Woetzel S,Atherton RA,McLenachan PA,Lockhart PJ

    更新日期:2013-01-01 00:00:00

  • The effect of phylogeny on interspecific body shape variation in darters (Pisces: Percidae).

    abstract::We conducted a geometric morphometric analysis of interspecific body shape variation among representatives of 31 species of darters (Pisces: Percidae) to determine whether there is evidence of a phylogenetic effect in body shape variation. Cartesian transformation grids representing relative shape differences of indiv...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150390197019

    authors: Guill JM,Heins DC,Hood CS

    更新日期:2003-08-01 00:00:00

  • Maximum Likelihood Implementation of an Isolation-with-Migration Model for Three Species.

    abstract::We develop a maximum likelihood (ML) method for estimating migration rates between species using genomic sequence data. A species tree is used to accommodate the phylogenetic relationships among three species, allowing for migration between the two sister species, while the third species is used as an out-group. A Mar...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syw063

    authors: Dalquen DA,Zhu T,Yang Z

    更新日期:2017-05-01 00:00:00

  • Phylogenomics of parasitic and non-parasitic lice (Insecta: Psocodea): Combining sequence data and Exploring compositional bias solutions in Next Generation Datasets.

    abstract::The insect order Psocodea is a diverse lineage comprising both parasitic (Phthiraptera) and non-parasitic members (Psocoptera). The extreme age and ecological diversity of the group may be associated with major genomic changes, such as base compositional biases expected to affect phylogenetic inference. Divergent morp...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syaa075

    authors: de Moya RS,Yoshizawa K,Walden KKO,Sweet AD,Dietrich CH,Johnson KP

    更新日期:2020-09-26 00:00:00

  • Bias in tree searches and its consequences for measuring group supports.

    abstract::When doing a bootstrap analysis with a single tree saved per pseudoreplicate, biased search algorithms may influence support values more than actual properties of the data set. Two methods commonly used for finding phylogenetic trees consist of randomizing the input order of species in multiple addition sequences foll...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syu051

    authors: Goloboff PA,Simmons MP

    更新日期:2014-11-01 00:00:00

  • Tracing the decay of the historical signal in biological sequence data.

    abstract::Alignments of nucleotide or amino acid sequences may contain a variety of different signals, one of which is the historical signal that we often try to recover by phylogenetic analysis. Other signals, such as those arising due to compositional heterogeneities, among-lineage and among-site rate heterogeneities, invaria...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150490503035

    authors: Ho SY,Jermiin L

    更新日期:2004-08-01 00:00:00

  • Gene Tree Discordance Causes Apparent Substitution Rate Variation.

    abstract::Substitution rates are known to be variable among genes, chromosomes, species, and lineages due to multifarious biological processes. Here, we consider another source of substitution rate variation due to a technical bias associated with gene tree discordance. Discordance has been found to be rampant in genome-wide da...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syw018

    authors: Mendes FK,Hahn MW

    更新日期:2016-07-01 00:00:00

  • Empirical and hierarchical Bayesian estimation of ancestral states.

    abstract::Several methods have been proposed to infer the states at the ancestral nodes on a phylogeny. These methods assume a specific tree and set of branch lengths when estimating the ancestral character state. Inferences of the ancestral states, then, are conditioned on the tree and branch lengths being true. We develop a h...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:

    authors: Huelsenbeck JP,Bollback JP

    更新日期:2001-06-01 00:00:00

  • An Integrated Model of Phenotypic Trait Changes and Site-Specific Sequence Evolution.

    abstract::Recent years have seen a constant rise in the availability of trait data, including morphological features, ecological preferences, and life history characteristics. These phenotypic data provide means to associate genomic regions with phenotypic attributes, thus allowing the identification of phenotypic traits associ...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syx032

    authors: Levy Karin E,Wicke S,Pupko T,Mayrose I

    更新日期:2017-11-01 00:00:00

  • Phylogenomics of piranhas and pacus (Serrasalmidae) uncovers how dietary convergence and parallelism obfuscate traditional morphological taxonomy.

    abstract::The Amazon and neighboring South American river basins harbor the world's most diverse assemblages of freshwater fishes. One of the most prominent South American fish families is the Serrasalmidae (pacus and piranhas), found in nearly every continental basin. Serrasalmids are keystone ecological taxa, being some of th...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syaa065

    authors: Kolmann MA,Hughes LC,Hernandez LP,Arcila D,Betancur-R R,Sabaj MH,López-Fernández H,Ortí G

    更新日期:2020-08-12 00:00:00

  • Bayesian phylogenetic analysis of combined data.

    abstract::The recent development of Bayesian phylogenetic inference using Markov chain Monte Carlo (MCMC) techniques has facilitated the exploration of parameter-rich evolutionary models. At the same time, stochastic models have become more realistic (and complex) and have been extended to new types of data, such as morphology....

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150490264699

    authors: Nylander JA,Ronquist F,Huelsenbeck JP,Nieves-Aldrey JL

    更新日期:2004-02-01 00:00:00

  • Phylogeny of frogs of the Physalaemus pustulosus species group, with an examination of data incongruence.

    abstract::Characters derived from advertisement calls, morphology, allozymes, and the sequences of the small subunit of the mitochondrial ribosomal gene (12S) and the cytochrome oxidase I (COI) mitochondrial gene were used to estimate the phylogeny of frogs of the Physalaemus pustulosus group (Leptodactylidae). The combinabilit...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/106351598260932

    authors: Cannatella DC,Hillis DM,Chippindale PT,Weigt L,Rand AS,Ryan MJ

    更新日期:1998-06-01 00:00:00

  • Toward an integrated system of clade names.

    abstract::Although the proposition that higher taxa should correspond to clades is widely accepted, current nomenclature does not distinguish clearly between different clades in nested series. In particular, the same name is often applied to a total clade, its crown clade, and clades originating with various nodes, branches, an...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150701656378

    authors: de Queiroz K

    更新日期:2007-12-01 00:00:00

  • Differentiating between hypotheses of lineage sorting and introgression in New Zealand alpine cicadas (Maoricicada Dugdale).

    abstract::Lineage sorting and introgression can lead to incongruence among gene phylogenies, complicating the inference of species trees for large groups of taxa that have recently and rapidly radiated. In addition, it can be difficult to determine which of these processes is responsible for this incongruence. We explore these ...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150600697283

    authors: Buckley TR,Cordeiro M,Marshall DC,Simon C

    更新日期:2006-06-01 00:00:00

  • Transformationalism, taxism, and developmental biology in systematics.

    abstract::Issues concerning transformational and taxic comparisons are central to understanding the impact of the recent proliferation of molecular developmental data on evolutionary biology. More importantly, an understanding of taxism and transformationalism in comparative biology is critical to assessing the impact of the re...

    journal_title:Systematic biology

    pub_type: 杂志文章,评审

    doi:10.1080/10635150050207366

    authors: Bang R,DeSalle R,Wheeler W

    更新日期:2000-03-01 00:00:00

  • New heuristic methods for joint species delimitation and species tree inference.

    abstract::Species delimitation and species tree inference are difficult problems in cases of recent divergence, especially when different loci have different histories. This paper quantifies the difficulty of jointly finding the division of samples to species and estimating a species tree without constraining the possible assig...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syp077

    authors: O'Meara BC

    更新日期:2010-01-01 00:00:00

  • Biogeography explains cophylogenetic patterns in toucan chewing lice.

    abstract::Historically, comparisons of host and parasite phylogenies have concentrated on cospeciation. However, many of these comparisons have demonstrated that the phylogenies of hosts and parasites are seldom completely congruent, suggesting that phenomena other than cospeciation play an important role in the evolution of ho...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150490265085

    authors: Weckstein JD

    更新日期:2004-02-01 00:00:00

  • Phylogeographic estimation and simulation of global diffusive dispersal.

    abstract::The analysis of time-resolved phylogenies (timetrees) and geographic location data allows estimation of dispersal rates, for example for invasive species and infectious diseases. Many estimation methods are based on the Brownian Motion model for diffusive dispersal on a 2-dimensional plane, however the accuracy of the...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syaa061

    authors: Louca S

    更新日期:2020-07-29 00:00:00

  • Multilocus Phylogeny of the Afrotropical Freshwater Crab Fauna Reveals Historical Drainage Connectivity and Transoceanic Dispersal Since the Eocene.

    abstract::Phylogenetic reconstruction, divergence time estimations and ancestral range estimation were undertaken for 66% of the Afrotropical freshwater crab fauna (Potamonautidae) based on four partial DNA loci (12S rRNA, 16S rRNA, cytochrome oxidase one [COI], and histone 3). The present study represents the most comprehensiv...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syv011

    authors: Daniels SR,Phiri EE,Klaus S,Albrecht C,Cumberlidge N

    更新日期:2015-07-01 00:00:00

  • Whole Genome Shotgun Phylogenomics Resolves the Pattern and Timing of Swallowtail Butterfly Evolution.

    abstract::Evolutionary relationships have remained unresolved in many well-studied groups, even though advances in next-generation sequencing and analysis, using approaches such as transcriptomics, anchored hybrid enrichment, or ultraconserved elements, have brought systematics to the brink of whole genome phylogenomics. Recent...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syz030

    authors: Allio R,Scornavacca C,Nabholz B,Clamens AL,Sperling FA,Condamine FL

    更新日期:2020-01-01 00:00:00

  • Quantification of homoplasy for nucleotide transitions and transversions and a reexamination of assumptions in weighted phylogenetic analysis.

    abstract::Nucleotide transitions are frequently down-weighted relative to transversions in phylogenetic analysis. This is based on the assumption that transitions, by virtue of their greater evolutionary rate, exhibit relatively more homoplasy and are therefore less reliable phylogenetic characters. Relative amounts of homoplas...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/106351500750049734

    authors: Broughton RE,Stanley SE,Durrett RT

    更新日期:2000-12-01 00:00:00

  • Hylid frog phylogeny and sampling strategies for speciose clades.

    abstract::How should characters and taxa be sampled to resolve efficiently the phylogeny of ancient and highly speciose groups? We addressed this question empirically in the treefrog family Hylidae, which contains > 800 species and may be nonmonophyletic with respect to other anuran families. We sampled 81 species (54 hylids an...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150500234625

    authors: Wiens JJ,Fetzner JW,Parkinson CL,Reeder TW

    更新日期:2005-10-01 00:00:00

  • Bayes estimators for phylogenetic reconstruction.

    abstract::Tree reconstruction methods are often judged by their accuracy, measured by how close they get to the true tree. Yet, most reconstruction methods like maximum likelihood (ML) do not explicitly maximize this accuracy. To address this problem, we propose a Bayesian solution. Given tree samples, we propose finding the tr...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syr021

    authors: Huggins PM,Li W,Haws D,Friedrich T,Liu J,Yoshida R

    更新日期:2011-07-01 00:00:00

  • Measuring Stratigraphic Congruence Across Trees, Higher Taxa, and Time.

    abstract::The congruence between the order of cladistic branching and the first appearance dates of fossil lineages can be quantified using a variety of indices. Good matching is a prerequisite for the accurate time calibration of trees, while the distribution of congruence indices across large samples of cladograms has underpi...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syw039

    authors: O'Connor A,Wills MA

    更新日期:2016-09-01 00:00:00

  • Split support and split conflict randomization tests in phylogenetic inference.

    abstract::Randomization tests allow the formulation and statistical testing of null hypotheses about the quality of entire data sets or the quality of fit between the data and particular phylogenetic hypotheses. Randomization tests of phylogenetic hypotheses based on the concepts of split support and split conflict are describe...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/106351598260662

    authors: Wilkinson M

    更新日期:1998-12-01 00:00:00

  • Bayesian tests of topology hypotheses with an example from diving beetles.

    abstract::We review Bayesian approaches to model testing in general and to the assessment of topological hypotheses in particular. We show that the standard way of setting up Bayes factor tests of the monophyly of a group, or the placement of a sample sequence in a known reference tree, can be misleading. The reason for this is...

    journal_title:Systematic biology

    pub_type: 杂志文章,评审

    doi:10.1093/sysbio/syt029

    authors: Bergsten J,Nilsson AN,Ronquist F

    更新日期:2013-09-01 00:00:00

  • Phylogeny and temporal diversification of darters (Percidae: Etheostomatinae).

    abstract::Discussions aimed at resolution of the Tree of Life are most often focused on the interrelationships of major organismal lineages. In this study, we focus on the resolution of some of the most apical branches in the Tree of Life through exploration of the phylogenetic relationships of darters, a species-rich clade of ...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1093/sysbio/syr052

    authors: Near TJ,Bossu CM,Bradburd GS,Carlson RL,Harrington RC,Hollingsworth PR Jr,Keck BP,Etnier DA

    更新日期:2011-10-01 00:00:00

  • Untangling complex histories of genome mergings in high polyploids.

    abstract::Polyploidy, the duplication of entire genomes, plays a major role in plant evolution. In allopolyploids, genome duplication is associated with hybridization between two or more divergent genomes. Successive hybridization and polyploidization events can build up species complexes of allopolyploids with complicated netw...

    journal_title:Systematic biology

    pub_type: 杂志文章

    doi:10.1080/10635150701424553

    authors: Brysting AK,Oxelman B,Huber KT,Moulton V,Brochmann C

    更新日期:2007-06-01 00:00:00