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43 results for “rate heterogeneity”

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dryad28/100

Data from: Ancestral state reconstruction, rate heterogeneity, and the evolution of reptile viviparity

Virtually all models for reconstructing ancestral states for discrete characters make the crucial assumption that the trait of interest evolves at a uniform rate across the entire tree. Although methods for identifying evolutionary rate shifts in continuous characters have attracted recent attention (e.g. Eastman et al., 2011, Stack et al., 2011), such methods for discrete characters have only very recently been developed (Beaulieu et al., 2013, Beaulieu and O'Meara 2014) and have yet to be widely used. However, ancestral state reconstructions of discrete characters are being performed on increasingly large phylogenies, where it is likely that evolutionary rates will vary greatly between different clades (Beaulieu and O'Meara 2014). Here, we show how failure to account for such variable evolutionary rates can cause highly anomalous (and likely incorrect) results, while three methods that accommodate rate variability yield the opposite, more plausible, and more robust reconstructions. The random local clock method, implemented in BEAST, estimates the position and magnitude of rate changes on the tree, split BiSSE estimates separate rate parameters for pre-specified clades, and the hidden rates model partitions each character state into a number of rate categories. The importance of accounting for rate heterogeneity in ancestral state reconstruction is highlighted empirically with a new analysis of the evolution of viviparity in squamate reptiles. Additionally, simulations show the inadequacy of traditional models when characters evolve with both asymmetry (different rates of change between states within a character) and heterotachy (different rates of character evolution across different clades).

opencc-zeroDec 2014View details →
dryad28/100

Data from: Rates of morphological evolution are heterogeneous in Early Cretaceous birds

The Early Cretaceous is a critical interval in the early history of birds. Exceptional fossils indicate that important evolutionary novelties such as a pygostyle and a keeled sternum had already arisen in Early Cretaceous taxa, bridging much of the morphological gap between Archaeopteryx and crown birds. However, detailed features of basal bird evolution remain obscure because of both the small sample of fossil taxa previously considered and a lack of quantitative studies assessing rates of morphological evolution. Here we apply a recently available phylogenetic method and associated sensitivity tests to a large data matrix of morphological characters to quantify rates of morphological evolution in Early Cretaceous birds. Our results reveal that although rates were highly heterogeneous between different Early Cretaceous avian lineages, consistent patterns of significantly high or low rates were harder to pinpoint. Nevertheless, evidence for accelerated evolutionary rates is strongest at the point when Ornithuromorpha (the clade comprises all extant birds and descendants from their most recent common ancestors) split from Enantiornithes (a diverse clade that went extinct at the end-Cretaceous), consistent with the hypothesis that this key split opened up new niches and ultimately led to greater diversity for these two dominant clades of Mesozoic birds.

opencc-zeroDec 2015View details →
dryad28/100

Data from: A new hierarchy of phylogenetic models consistent with heterogeneous substitution rates

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publicApr 2015View details →
dryad28/100

Data from: Heterogeneous rates of molecular evolution and diversification could explain the Triassic age estimate for angiosperms

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publicApr 2015View details →
dryad28/100

Data from: Cis- and trans-acting genetic factors contribute to heterogeneity in the rate of crossing over between the Drosophila simulans clade species

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publicJun 2012View details →
dryad28/100

Data from: Rates of morphological evolution are heterogeneous in Early Cretaceous birds

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publicMar 2016View details →
dryad28/100

Data from: Ancestral state reconstruction, rate heterogeneity, and the evolution of reptile viviparity

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publicJan 2015View details →
dryad28/100

Data from: Identifying heterogeneity in rates of morphological evolution: discrete character change in the evolution of lungfish (Sarcopterygii; Dipnoi)

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publicAug 2011View details →
dryad28/100

Data from: The impact of rate heterogeneity on inference of phylogenetic models of trait evolution

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publicSep 2016View details →
dryad28/100

Fast likelihood calculations for automatic identification of macroevolutionary rate heterogeneity in continuous and discrete traits

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publicJun 2022View details →
dryad28/100

Data for: Density dependence and spatial heterogeneity limit the population growth rate of invasive pines at the landscape scale

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publicJun 2021View details →
geo24/100

Regulators of cellular heterogeneity in basal-like breast cancer influence symmetric versus asymmetric division rates (shRNA targeting)

GEO Series GSE84143. Homo sapiens. 16 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenAug 2018View details →
geo24/100

Optimized culturing yields high success rates and preserves molecular heterogeneity, enabling personalized screening for high-grade gliomas [scRNA-seq]

GEO Series GSE248543. Homo sapiens. 10 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenMay 2025View details →
geo24/100

Optimized culturing yields high success rates and preserves molecular heterogeneity, enabling personalized screening for high-grade gliomas

GEO Series GSE248544. Homo sapiens. 82 samples. Type: Expression profiling by high throughput sequencing; SNP genotyping by SNP array.

openGEO-OpenMay 2025View details →
geo24/100

Regulators of cellular heterogeneity in basal-like breast cancer influence symmetric versus asymmetric division rates (Expression profiles)

GEO Series GSE84080. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenAug 2018View details →
zenodo24/100

Catalogs and stress history for "stress dependent b value variations in a heterogeneous rate-and-state fault model"

<p>Catalogs of synthetic seismicity and stress history used in the manuscrit &quot;stress dependent b value variations in a heterogeneous rate-and-state fault model&quot;.</p>

opencc-by-4.0Feb 2020View details →
dryad24/100

Data from: Correlates of rate heterogeneity in avian ecomorphological traits

Heterogeneity in rates of trait evolution is widespread, but it remains unclear which processes drive fast and slow character divergence across global radiations. Here, we test multiple hypotheses for explaining rate variation in an ecomorphological trait (beak shape) across a globally distributed group (birds). We find low support that variation in evolutionary rates of species is correlated with life history, environmental mutagenic factors, range size, number of competitors, or living on islands. Indeed, after controlling for the negative effect of species' age, 80% of variation in species‐specific evolutionary rates remains unexplained. At the clade level, high evolutionary rates are associated with unusual phenotypes or high species richness. Taken together, these results imply that macroevolutionary rates of ecomorphological traits are governed by both ecological opportunity in distinct adaptive zones and niche differentiation among closely related species.

opencc-zeroDec 2017View details →
zenodo24/100

Microstructural heterogeneity in rate-dependent plasticity of multiphase titanium alloys

<p>This datasheet contains original data for figures 8 and 9 in the paper.  If readers need further information, please feel free to contact: zhen.zhang@imperial.ac.uk</p>

opencc-by-4.0Mar 2017View details →
ClinicalTrials.gov24/100

Pulmonary Ventilation Heterogeneity Determined by EIT During PFT in Subjects With Normal One-second Rates

ClinicalTrials.gov study NCT06407986. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
dryad24/100

Data from: Correlates of rate heterogeneity in avian ecomorphological traits

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publicJul 2019View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
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DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record