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114
datasets available to search
ShareScore release 0.9.0
Dataset results
114 results for “hierarchical modeling”
A primary hierarchically organized patient-derived model enables in depth interrogation of stemness driven by the coding and non-coding genome [WGS]
GEO Series GSE211499. Homo sapiens. 4 samples. Type: Genome variation profiling by high throughput sequencing.
A primary hierarchically organized patient-derived model enables in depth interrogation of stemness driven by the coding and non-coding genome
GEO Series GSE211596. Homo sapiens. 36 samples. Type: Genome binding/occupancy profiling by high throughput sequencing; Genome variation profiling by high throughput sequencing; Expression profiling by high throughput sequencing.
Bayesian regional flood frequency analysis with GEV hierarchical models under spatial dependency structures (code and dataset)
<p>The provided material contains the dataset and the models' code used in the article named “Bayesian regional flood frequency analysis with GEV hierarchical models under spatial dependency structures”.</p>
Data used in generation of results in 'Bias Correction of Climate Models using a Bayesian Hierarchical Model' J.Carter et. al.
<p>The data used in generation of results in 'Bias Correction of Climate Models using a Bayesian Hierarchical Model' J.Carter et. al. The datasets are dictionaries and are saved with .npy extensions. The datasets can be loaded in Python with expressions like: 'scenario_base = np.load(f"{filepath}scenario_base_hierarchical.npy",allow_pickle="TRUE").item()'.</p>
Data from: Hierarchical multi-taxa models inform riparian vs. hydrologic restoration of urban streams in a permeable landscape
The degradation of streams caused by urbanization tends to follow predictable patterns; however, there is a growing appreciation for heterogeneity in stream response to urbanization due to the local geoclimatic context. Furthermore, there is building evidence that streams in mildly sloped, permeable landscapes respond uncharacteristically to urban stress calling for a more nuanced approach to restoration. We evaluated the relative influence of local-scale riparian characteristics and catchment-scale imperviousness on the macroinvertebrate assemblages of streams in the flat, permeable urban landscape of Perth, Western Australia. Using a hierarchical multi-taxa model, we predicted the outcomes of stylized stream restoration strategies to increase the riparian integrity at the local scale or decrease the influences of imperviousness at the catchment scale. In the urban streams of Perth, we show that local-scale riparian restoration can influence the structure of macroinvertebrate assemblages to a greater degree than managing the influences of catchment-scale imperviousness. We also observed an interaction between the effect of riparian integrity and imperviousness such that the effect of increased riparian integrity was enhanced at lower levels of catchment imperviousness. This study represents one of few conducted in flat, permeable landscapes and the first aimed at informing urban stream restoration in Perth, adding to the growing appreciation for heterogeneity of the Urban Stream Syndrome and its importance for urban stream restoration.
Data for Complementary benefits of multivariate and hierarchical models for identifying individual differences in cognitive control
<p>This repository contains data derivatives sufficient to generate all results and figures reported in the manuscript. The code to do so is contained in the linked GitHub repository, which is also stably archived on Zenodo.</p> <p>GitHub repo: <a href="https://github.com/mcfreund/trr">https://github.com/mcfreund/trr</a></p> <p>Stable archive for GitHub repo: <a href="https://doi.org/10.5281/zenodo.14048490">https://doi.org/10.5281/zenodo.14048490</a></p>
Chinese Community Sample of Hierarchical Model of Psychopathology
ClinicalTrials.gov study NCT06105970. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Ablation of Human Cardiac Fibrillation Based on Models of Hierarchical Organization of Tissue Excitation
ClinicalTrials.gov study NCT07390175. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Data from: Bayesian hierarchical models for spatially misaligned data in R
Open the record for dataset details and reuse information.
Data from: Hierarchical multi-taxa models inform riparian vs. hydrologic restoration of urban streams in a permeable landscape
Open the record for dataset details and reuse information.
A primary hierarchically organized patient-derived model enables in depth interrogation of stemness driven by the coding and non-coding genome [RNA-Seq]
GEO Series GSE211595. Homo sapiens. 29 samples. Type: Expression profiling by high throughput sequencing.
A primary hierarchically organized patient-derived model enables in depth interrogation of stemness driven by the coding and non-coding genome [ATAC-Seq]
GEO Series GSE211498. Homo sapiens. 3 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
decemedip: hierarchical Bayesian modeling for cell type deconvolution of immunoprecipitation-based DNA methylome
GEO Series GSE290990. Homo sapiens. 29 samples. Type: Methylation profiling by high throughput sequencing.
Layout-Aware Neural Model for Resolving Hierarchical Table Structure
<p>Financial tables annotated for Cell type and Column level hierarchies. These tables are to be used in tandem with IBM FinTabNet available at https://developer.ibm.com/exchanges/data/all/fintabnet/</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
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.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
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.
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.
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.