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R$^{2}$s for Correlated Data: Phylogenetic Models, LMMs, and GLMMs
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/sim.1572openalex-snapshot
Measuring explained variation in linear mixed effects models
inferredcites →https://doi.org/10.1002/sim.3429openalex-snapshot
An R2 statistic for fixed effects in the linear mixed model
inferredcites →https://doi.org/10.1007/978-1-4614-1743-9openalex-snapshot
Analysis of Phylogenetics and Evolution with R
inferredcites →https://doi.org/10.1007/978-3-662-43550-2_9openalex-snapshot
Phylogenetic Regression for Binary Dependent Variables
inferredcites →https://doi.org/10.1016/0164-0704(86)90027-3openalex-snapshot
The theory and practice of econometrics
inferredcites →https://doi.org/10.1016/j.csda.2007.06.006openalex-snapshot
Fixed-effect variable selection in linear mixed models using statistics
inferredcites →https://doi.org/10.1016/j.tree.2008.10.008openalex-snapshot
Generalized linear mixed models: a practical guide for ecology and evolution
inferredcites →https://doi.org/10.1016/s0304-4076(96)01818-0openalex-snapshot
An R-squared measure of goodness of fit for some common nonlinear regression models
inferredcites →https://doi.org/10.1017/cbo9780511790942openalex-snapshot
Data Analysis Using Regression and Multilevel/Hierarchical Models
inferredcites →https://doi.org/10.1017/cbo9780511810176openalex-snapshot
Limited-dependent and qualitative variables in econometrics
inferredcites →https://doi.org/10.1080/00031305.1973.10479003openalex-snapshot
Goodness of Fit in Generalized Least Squares Estimation
inferredcites →https://doi.org/10.1080/00031305.1985.10479448openalex-snapshot
Cautionary Note aboutR2
inferredcites →https://doi.org/10.1080/00031305.1990.10475731openalex-snapshot
R 2 Measures Based on Wald and Likelihood Ratio Joint Significance Tests
inferredcites →https://doi.org/10.1080/00031305.2000.10474502openalex-snapshot
Coefficients of Determination for Multiple Logistic Regression Analysis
inferredcites →https://doi.org/10.1080/01621459.1993.10594284openalex-snapshot
Approximate Inference in Generalized Linear Mixed Models
inferredcites →https://doi.org/10.1080/02664760802124422openalex-snapshot
Goodness-of-fit measures of R 2 for repeated measures mixed effect models
inferredcites →https://doi.org/10.1080/02664763.2016.1193725openalex-snapshot
AnR2statistic for fixed effects in the generalized linear mixed model
inferredcites →https://doi.org/10.1080/07350015.1996.10524648openalex-snapshot
R -Squared Measures for Count Data Regression Models With Applications to Health-Care Utilization
inferredcites →https://doi.org/10.1080/10635150701313830openalex-snapshot
Within-Species Variation and Measurement Error in Phylogenetic Comparative Methods
inferredcites →https://doi.org/10.1080/10635150802302427openalex-snapshot
Phylogenetic Signal, Evolutionary Process, and Rate
inferredcites →https://doi.org/10.1086/284325openalex-snapshot
Phylogenies and the Comparative Method
inferredcites →https://doi.org/10.1086/286013openalex-snapshot
Phylogenies and the Comparative Method: A General Approach to Incorporating Phylogenetic Information into the Analysis of Interspecific Data
inferredcites →https://doi.org/10.1086/590395openalex-snapshot
Morphometrics of the Avian Small Intestine Compared with That of Nonflying Mammals: A Phylogenetic Approach
inferredcites →https://doi.org/10.1093/bioinformatics/btg412openalex-snapshot
APE: Analyses of Phylogenetics and Evolution in R language
inferredcites →https://doi.org/10.1093/biomet/78.3.691openalex-snapshot
A Note on a General Definition of the Coefficient of Determination
inferredcites →https://doi.org/10.1093/biomet/78.4.719openalex-snapshot
Estimation in Generalized Linear Models with Random Effects
inferredcites →https://doi.org/10.1093/sysbio/41.1.18openalex-snapshot
Procedures for the Analysis of Comparative Data Using Phylogenetically Independent Contrasts
inferredcites →https://doi.org/10.1093/sysbio/syp074openalex-snapshot
Phylogenetic Logistic Regression for Binary Dependent Variables
inferredcites →https://doi.org/10.1093/sysbio/syu005openalex-snapshot
A Linear-Time Algorithm for Gaussian and Non-Gaussian Trait Evolution Models
inferredcites →https://doi.org/10.1098/rsif.2017.0213openalex-snapshot
The coefficient of determination R 2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded
inferredcites →https://doi.org/10.1111/2041-210x.12225openalex-snapshot
Extension of Nakagawa & Schielzeth's R2GLMM to random slopes models
inferredcites →https://doi.org/10.1111/2041-210x.12354openalex-snapshot
Increasing the efficiency of MCMC for hierarchical phylogenetic models of categorical traits using reduced mixed models
inferredcites →https://doi.org/10.1111/j.0014-3820.2003.tb00285.xopenalex-snapshot
TESTING FOR PHYLOGENETIC SIGNAL IN COMPARATIVE DATA: BEHAVIORAL TRAITS ARE MORE LABILE
inferredcites →https://doi.org/10.1111/j.0014-3820.2003.tb01508.xopenalex-snapshot
QUANTIFYING PHYLOGENETICALLY STRUCTURED ENVIRONMENTAL VARIATION
inferredcites →https://doi.org/10.1111/j.1463-6409.1997.tb00423.xopenalex-snapshot
Inferring evolutionary processes from phylogenies
inferredcites →https://doi.org/10.1111/j.1558-5646.1991.tb04375.xopenalex-snapshot
METHODS FOR THE ANALYSIS OF COMPARATIVE DATA IN EVOLUTIONARY BIOLOGY
inferredcites →https://doi.org/10.1111/j.1558-5646.1995.tb02321.xopenalex-snapshot
EVOLUTION OF SPRINT SPEED IN LACERTID LIZARDS: MORPHOLOGICAL, PHYSIOLOGICAL, AND BEHAVIORAL COVARIATION
inferredcites →https://doi.org/10.1111/j.2041-210x.2012.00261.xopenalex-snapshot
A general and simple method for obtaining R 2 from generalized linear mixed‐effects models
inferredcites →https://doi.org/10.1198/106186006x96962openalex-snapshot
Efficient Laplacian and Adaptive Gaussian Quadrature Algorithms for Multilevel Generalized Linear Mixed Models
inferredcites →https://doi.org/10.1534/genetics.115.186536openalex-snapshot
General Methods for Evolutionary Quantitative Genetic Inference from Generalized Mixed Models
inferredcites →https://doi.org/10.1554/0014-3820(2003)057[0717:tfpsic]2.0.co;2openalex-snapshot
TESTING FOR PHYLOGENETIC SIGNAL IN COMPARATIVE DATA: BEHAVIORAL TRAITS ARE MORE LABILE
inferredcites →https://doi.org/10.18637/jss.v067.i01openalex-snapshot
Fitting Linear Mixed-Effects Models Using lme4
inferredcites →https://doi.org/10.1890/10-1264.1openalex-snapshot
Generalized linear mixed models for phylogenetic analyses of community structure
inferredcites →https://doi.org/10.2307/1392433openalex-snapshot
R-Squared Measures for Count Data Regression Models with Applications to Health-Care Utilization
inferredcites →https://doi.org/10.2307/2410408openalex-snapshot
Evolution of Sprint Speed in Lacertid Lizards: Morphological, Physiological and Behavioral Covariation
inferredcites →https://doi.org/10.2307/2533558openalex-snapshot
Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
inferredcites →https://doi.org/10.2307/2685352openalex-snapshot
R 2 Measures Based on Wald and Likelihood Ratio Joint Significance Tests
inferredcites →https://doi.org/10.2307/3803117openalex-snapshot
Model Selection and Inference: A Practical Information-Theoretic Approach
inferredcites →https://doi.org/10.32614/cran.package.armopenalex-snapshot
arm: Data Analysis Using Regression and Multilevel/Hierarchical Models
inferredcites →https://doi.org/10.4148/2475-7772.1142openalex-snapshot
R2 STATISTICS FOR MIXED MODELS
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Robust Phylogenetic Regression
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The coefficient of determination R 2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded
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Contrasting stripes are a widespread feature of group living in birds, mammals and fishes
inferred← citeshttps://doi.org/10.1098/rspb.2020.3011openalex-snapshot
Clarifying the relationship between body size and extinction risk in amphibians by complete mapping of model space
inferred← citeshttps://doi.org/10.1098/rspb.2021.0853openalex-snapshot
Adaptations to light contribute to the ecological niches and evolution of the terrestrial avifauna
inferred← citeshttps://doi.org/10.1098/rspb.2024.0774openalex-snapshot
Easy to gain but hard to lose: the evolution of the knee sesamoid bones in Primates—a systematic review and phylogenetic meta-analysis
inferred← citeshttps://doi.org/10.1098/rspb.2024.0980openalex-snapshot
Predictability of ecological and evolutionary dynamics in a changing world
inferred← citeshttps://doi.org/10.1098/rspb.2024.2683openalex-snapshot
Metabolic rate of angiosperm seeds: effects of allometry, phylogeny and bioclimate
inferred← citeshttps://doi.org/10.1098/rspb.2024.2824openalex-snapshot
Strong bat predation and weak environmental constraints predict longer moth tails
inferred← citeshttps://doi.org/10.1098/rspb.2025.2304openalex-snapshot
Habitat density, dispersal ability and migratory behaviour modulate body mass–extinction risk relationship in birds
inferred← citeshttps://doi.org/10.1098/rspb.2026.0545openalex-snapshot
Stingray spine diversity reflects performance trade-offs linked to puncture and breakability
inferred← citeshttps://doi.org/10.1101/095851openalex-snapshot
The coefficient of determination R 2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded
inferred← citeshttps://doi.org/10.1101/2020.04.20.050245openalex-snapshot
Contrasting stripes are a widespread feature of group living in birds, mammals and fishes
inferred← citeshttps://doi.org/10.1101/2022.08.24.505148openalex-snapshot
Lifestyles shape genome size and gene content in fungal pathogens
inferred← citeshttps://doi.org/10.1101/2023.08.09.552622openalex-snapshot
Tetrapod vocal evolution: higher frequencies and faster rates of evolution in mammalian vocalizations
inferred← citeshttps://doi.org/10.1101/2023.10.10.561651openalex-snapshot
How to define, use, and interpret Pagel’s λ (lambda) in ecology and evolution
inferred← citeshttps://doi.org/10.1101/2024.09.14.613032openalex-snapshot
The global spectrum of tree crown architecture
inferred← citeshttps://doi.org/10.1101/2025.05.13.653672openalex-snapshot
Determinants of fleshiness or dryness for fruits at maturity: fruit shapes and pericarp permeability
inferred← citeshttps://doi.org/10.1101/636803openalex-snapshot
Diversification in evolutionary arenas – assessment and synthesis
inferred← citeshttps://doi.org/10.1101/797498openalex-snapshot
Ecology, phylogeny, and the evolution of developmental duration in birds
inferred← citeshttps://doi.org/10.1111/1365-2435.13053openalex-snapshot
Mass‐independent maximal metabolic rate predicts geographic range size of placental mammals
inferred← citeshttps://doi.org/10.1111/1365-2435.13480openalex-snapshot
Energetic constraints on mammalian home‐range size
inferred← citeshttps://doi.org/10.1111/1365-2435.13740openalex-snapshot
Foliar summer frost resistance measured via electrolyte leakage approach as related to plant distribution, community composition and plant traits
inferred← citeshttps://doi.org/10.1111/1365-2435.14173openalex-snapshot
Phenological research based on natural history collections: Practical guidelines and a lepidopteran case study
inferred← citeshttps://doi.org/10.1111/1365-2435.14355openalex-snapshot
Ecological traits of social insects: Colony, queen and worker size relationships reveal a nexus trait with broad ecological relevance
inferred← citeshttps://doi.org/10.1111/1365-2656.13169openalex-snapshot
The association between morphological and ecological characters across a global passerine radiation
inferred← citeshttps://doi.org/10.1111/1365-2656.14000openalex-snapshot
Linking physiology and climate to infer species distributions in Australian skinks
inferred← citeshttps://doi.org/10.1111/1365-2656.14135openalex-snapshot
Taylor's power law for freshwater fishes: Functional traits beyond statistical inevitability
inferred← citeshttps://doi.org/10.1111/1365-2656.14141openalex-snapshot
Eye morphology contributes to the ecology and evolution of the aquatic avifauna
inferred← citeshttps://doi.org/10.1111/1365-2664.14275openalex-snapshot
Matrix quality determines the strength of habitat loss filtering on bird communities at the landscape scale
inferred← citeshttps://doi.org/10.1111/1365-2664.70224openalex-snapshot
Trait‐based species selection for restoration: A case study from tropical landscapes dominated by bracken
inferred← citeshttps://doi.org/10.1111/1365-2745.70336openalex-snapshot
The Red Queen unveils the sexual and mating strategies of flowers
inferred← citeshttps://doi.org/10.1111/1749-4877.12636openalex-snapshot
Large‐brained birds display lower extra‐pair paternity
inferred← citeshttps://doi.org/10.1111/1749-4877.12874openalex-snapshot
Seed size and dispersal mode select mast seeding in perennial plants
inferred← citeshttps://doi.org/10.1111/1749-4877.70052openalex-snapshot
Echolocators Are Smaller Than Their Non‐Echolocating Relatives: Agility Counts in Dark, Three‐Dimensional Habitats
inferred← citeshttps://doi.org/10.1111/2041-210x.13971openalex-snapshot
Random errors are neither: On the interpretation of correlated data
inferred← citeshttps://doi.org/10.1111/btp.13303openalex-snapshot
Patterns in the genetic structure of 49 lowland rain forest tree species co‐distributed on opposite sides of the northern Andes
inferred← citeshttps://doi.org/10.1111/ecog.03473openalex-snapshot
Filter‐dispersal assembly of lowland Neotropical rainforests across the Andes
inferred← citeshttps://doi.org/10.1111/ecog.05160openalex-snapshot
Evolutionary patterns in the geographic range size of Atlantic Forest plants
inferred← citeshttps://doi.org/10.1111/ecog.06928openalex-snapshot
New insight into drivers of mammalian litter size from individual‐level traits
inferred← citeshttps://doi.org/10.1111/een.13211openalex-snapshot
Pollen specialisation is associated with later phenology in Osmia bees (Hymenoptera: Megachilidae)
inferred← citeshttps://doi.org/10.1111/een.13257openalex-snapshot
Identifying environmental factors affecting the production of pea aphid dispersal morphs in field populations
inferred← citeshttps://doi.org/10.1111/ele.13104openalex-snapshot
The role of adaptive strategies in plant naturalization
inferred← citeshttps://doi.org/10.1111/ele.13662openalex-snapshot
A global analysis of song frequency in passerines provides no support for the acoustic adaptation hypothesis but suggests a role for sexual selection
inferred← citeshttps://doi.org/10.1111/ele.14092openalex-snapshot
Insect herbivores drive sex allocation in angiosperm flowers
inferred← citeshttps://doi.org/10.1111/evo.13865openalex-snapshot
Altitude and life‐history shape the evolution of Heliconius wings
inferred← citeshttps://doi.org/10.1111/evo.14030openalex-snapshot
Pollinator shifts, contingent evolution, and evolutionary constraint drive floral disparity in Salvia (Lamiaceae): Evidence from morphometrics and phylogenetic comparative methods
inferred← citeshttps://doi.org/10.1111/evo.14357openalex-snapshot
Constraint and divergence in the evolution of male and female recombination rates in fishes
inferred← citeshttps://doi.org/10.1111/evo.14629openalex-snapshot
Cranial ecomorphology of turtles and neck retraction as a possible trigger of ecological diversification
inferred← citeshttps://doi.org/10.1111/geb.13009openalex-snapshot
Constraints on vertebrate range size predict extinction risk
inferred← citeshttps://doi.org/10.1111/geb.13048openalex-snapshot
Functional traits explain the Hutchinsonian niches of plant species
inferred← citeshttps://doi.org/10.1111/geb.13251openalex-snapshot
Environmental drivers of plant distributions at global and regional scales
inferred← citeshttps://doi.org/10.1111/geb.13717openalex-snapshot
Niche breadth explains the range size of European‐centred butterflies, but dispersal ability does not
inferred← citeshttps://doi.org/10.1111/geb.13752openalex-snapshot
Joint effects of species traits and environmental preferences on range edge shifts of British birds
inferred← citeshttps://doi.org/10.1111/geb.13785openalex-snapshot
Contrasting effects of frugivore assemblages and phylogeny on global variation in fruit length and width
inferred← citeshttps://doi.org/10.1111/geb.70012openalex-snapshot
How to Define, Use, and Interpret Pagel's λ$$ \lambda $$ (Lambda) in Ecology and Evolution
inferred← citeshttps://doi.org/10.1111/geb.70108openalex-snapshot
Environmental Predictability in Phylogenetic Comparative Analysis: How to Measure It and Does It Matter?
inferred← citeshttps://doi.org/10.1111/ibi.70018openalex-snapshot
Urban birds' detectability is affected by inter‐ and intraspecific variation in shyness
inferred← citeshttps://doi.org/10.1111/jbi.13236openalex-snapshot
Large generative and vegetative reproduction independently increases global success of perennial plants from Central Europe
inferred← citeshttps://doi.org/10.1111/jbi.13709openalex-snapshot
Rare species, Restionaceae, and the Cape flora
inferred← citeshttps://doi.org/10.1111/jbi.14380openalex-snapshot
The biogeography of warming tolerance in lizards
inferred← citeshttps://doi.org/10.1111/jbi.14490openalex-snapshot
Feeding habits influence species habitat associations at the landscape scale in a diverse clade of Neotropical fishes
inferred← citeshttps://doi.org/10.1111/jbi.14577openalex-snapshot
Factors that shape large‐scale gradients in clonality
inferred← citeshttps://doi.org/10.1111/jbi.14783openalex-snapshot
Elevational range sizes of woody plants increase with climate variability in the Tropical Andes
inferred← citeshttps://doi.org/10.1111/jbi.15020openalex-snapshot
On the Brink of Change? Environmental Drivers of Voluntary Thermal Maximum in South American Pitvipers
inferred← citeshttps://doi.org/10.1111/jeb.13690openalex-snapshot
Body size and climate as predictors of plumage colouration and sexual dichromatism in parrots
inferred← citeshttps://doi.org/10.1111/jeb.14117openalex-snapshot
Sociality, ecology and developmental constraints predict variation in brain size across birds
inferred← citeshttps://doi.org/10.1111/jen.13107openalex-snapshot
Inorganic phosphate content does not affect oviposition preference in the invasive pest Drosophila suzukii
inferred← citeshttps://doi.org/10.1111/joa.13608openalex-snapshot
Claws and toepads in mainland and island Anolis (Squamata: Dactyloidae): Different adaptive radiations with intersectional morphospatial zones
inferred← citeshttps://doi.org/10.1111/joa.14170openalex-snapshot
Size, not phylogeny, explains the morphology of the endosseous labyrinth in the crown clade Crocodylia
inferred← citeshttps://doi.org/10.1111/mec.15575openalex-snapshot
Global patterns of population genetic differentiation in seed plants
inferred← citeshttps://doi.org/10.1111/nph.15825openalex-snapshot
Functional trait evolution in Sphagnum peat mosses and its relationship to niche construction
inferred← citeshttps://doi.org/10.1111/nph.18742openalex-snapshot
Leaf decomposition and flammability are largely decoupled across species in a tropical swamp forest despite sharing some predictive leaf functional traits
inferred← citeshttps://doi.org/10.1111/nph.19135openalex-snapshot
Small genome size and variation in ploidy levels support the naturalization of vascular plants but constrain their invasive spread
inferred← citeshttps://doi.org/10.1111/nph.19876openalex-snapshot
Leaf and twig traits predict habitat adaptation and demographic strategies in tropical freshwater swamp forest trees
inferred← citeshttps://doi.org/10.1111/nph.70292openalex-snapshot
Automated extraction of leaf mass per area from digitized herbarium specimens
inferred← citeshttps://doi.org/10.1111/nph.70578openalex-snapshot
Physical constraints and environmental factors shape phloem anatomical traits in woody angiosperm species
inferred← citeshttps://doi.org/10.1126/sciadv.add2743openalex-snapshot
Convergent genomics of longevity in rockfishes highlights the genetics of human life span variation
inferred← citeshttps://doi.org/10.1126/sciadv.adw1665openalex-snapshot
Ethanol ingestion via frugivory in wild chimpanzees
inferred← citeshttps://doi.org/10.1126/science.abn7829openalex-snapshot
A global catalog of whole-genome diversity from 233 primate species
inferred← citeshttps://doi.org/10.1126/science.add8606openalex-snapshot
Dwarfism and gigantism drive human-mediated extinctions on islands
inferred← citeshttps://doi.org/10.1128/spectrum.04970-22openalex-snapshot
In Vitro Persistence Level Reflects In Vivo Antibiotic Survival of Natural Pseudomonas aeruginosa Isolates in a Murine Lung Infection Model
inferred← citeshttps://doi.org/10.1139/facets-2021-0102openalex-snapshot
Identification of infectious agents in early marine Chinook and Coho salmon associated with cohort survival
inferred← citeshttps://doi.org/10.1159/bbe/abqag001openalex-snapshot
Parallel Evolutionary Expansion of Prefrontal Projecting Cerebellar Lobules in Primates
inferred← citeshttps://doi.org/10.11606/d.59.2021.tde-24062021-095708openalex-snapshot
Evolution of the skull shape in extinct and extant turtles
inferred← citeshttps://doi.org/10.11606/t.41.2022.tde-22032023-120555openalex-snapshot
Incorporando a variabilidade: o uso de modelos de efeitos mistos em ecologia
inferred← citeshttps://doi.org/10.1186/s12862-024-02231-4openalex-snapshot
Correlated evolution between body size and echolocation in bats (order Chiroptera)
inferred← citeshttps://doi.org/10.1186/s12864-025-12190-9openalex-snapshot
A comparative analysis of transposable element diversity and evolution across 75 bee genomes
inferred← citeshttps://doi.org/10.1186/s12915-022-01234-1openalex-snapshot
Mating behavior and reproductive morphology predict macroevolution of sex allocation in hermaphroditic flatworms
inferred← citeshttps://doi.org/10.1186/s40709-021-00134-9openalex-snapshot
Different solutions lead to similar life history traits across the great divides of the amniote tree of life
inferred← citeshttps://doi.org/10.1186/s40851-025-00256-1openalex-snapshot
Genetic basis of latitudinal variation in vertebral number in the Oryzias latipes species complex
inferred← citeshttps://doi.org/10.1242/jeb.246342openalex-snapshot
Low achromatic contrast sensitivity in birds: a common attribute shared by many phylogenetic orders
inferred← citeshttps://doi.org/10.1371/journal.pbio.3001972openalex-snapshot
Phylogenomic analysis of Wolbachia genomes from the Darwin Tree of Life biodiversity genomics project
inferred← citeshttps://doi.org/10.1371/journal.pbio.3003225openalex-snapshot
Incompatibility between two major innovations shaped the diversification of fish feeding mechanisms
inferred← citeshttps://doi.org/10.1371/journal.pone.0272359openalex-snapshot
Environmental drivers of the occurrence and abundance of the Irukandji jellyfish (Carukia barnesi)
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