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Data from: Motion analysis of non-model organisms using a hierarchical model: influence of setup enclosure dimensions on gait parameters of Swinhoe
- 负责人：
- 关键词：
- generalized linear model;Bayesian statistics;PyMC3;None;Motion analysis;Tamiops swinhoei;Python
- DOI：
- doi:10.5061/dryad.10rn5
- 摘要：
- ed significant differences in some of the parameters depending on enclosure dimensions. In contrast, we used a hierarchical Bayesian generalized linear model (GLM) tha
Data from: Quantifying and reducing uncertainties in estimated soil CO2 fluxes with hierarchical data-model integration
- 负责人：
- DOI：
- doi:10.5061/dryad.mb605
- 摘要：
- linear (steady state) and non-linear (non-steady state, diffusion based) models of C versus t, within in a hierarchical Bayesian framework. Data are from
Data from: Bridging inter- and intraspecific trait evolution with a hierarchical Bayesian approach
- 负责人：
- DOI：
- doi:10.5061/dryad.n4vp0
- 摘要：
- of trait evolution by accounting for both trait mean and variance. Here, we present a model of phenotypic trait evolution using a hierarchical Bayesian approach tha
Data from: Taxonomy-based hierarchical analysis of natural mortality: polar and sub-polar phocid seals
- 负责人：
- DOI：
- doi:10.5061/dryad.qt6535q
- 摘要：
- ly challenging to study, but also because life?history parameters can be difficult to estimate with adequate precision. We suggest using hierarchical Bayesian analysi
Data from: A hierarchical Bayesian approach for handling missing classification data
- 负责人：
- DOI：
- doi:10.5061/dryad.8h36t01
- 摘要：
- ence. We developed two hierarchical Bayesian models to overcome the assumption of perfect assignment to mutually exclusive categories in the multinomial
Fully Bayesian Analysis of RNA-seq Counts for the Detection of Gene Expression Heterosis
- 负责人：
- 关键词：
- Genetics Molecular Biology Biotechnology 69999 Biological Sciences not elsewhere classified 19999 Mathematical Sciences not elsewhere classified 110309 Infectious Diseases Plant Biology
- DOI：
- doi:10.6084/m9.figshare.6949499
- 摘要：
- distributions for p-values under these null hypotheses. Thus, we develop a general hierarchical model for count data and a fully Bayesian analysis in which an effic
Fully Bayesian analysis of RNA-seq counts for the detection of gene expression heterosis
- 负责人：
- 关键词：
- Genetics Molecular Biology Biotechnology 69999 Biological Sciences not elsewhere classified 19999 Mathematical Sciences not elsewhere classified 110309 Infectious Diseases Plant Biology
- DOI：
- doi:10.6084/m9.figshare.6949499.v1
- 摘要：
- and non-uniform distributions for p-values under these null hypotheses. Thus, we develop a general hierarchical model for count data and a fully Bayesian analysis in which
Data from: Using camera trapping and hierarchical occupancy modelling to evaluate the spatial ecology of an African mammal community
- 负责人：
- DOI：
- doi:10.5061/dryad.q54rp
- 摘要：
- . We demonstrate the utility of hierarchical Bayesian models for assessing community, group and individual species’ responses to anthropogenic
Data from: Bayesian hierarchical models suggest oldest known plant-visiting bat was omnivorous
- 负责人：
- 关键词：
- phylogenetic regression;nectarivory;Phyllostomidae;Bayesian hierarchical models;Miocene;La Venta
- DOI：
- doi:10.5061/dryad.1168f
- 摘要：
- and trophic specialization, remains unknown. We developed Bayesian models to infer skull length based on dental measurements. These models account for varia
Data from: Microsatellite evolutionary rate and pattern in Schistocerca gregaria inferred from direct observation of germline mutations
- 负责人：
- DOI：
- doi:10.5061/dryad.5ch0p
- 摘要：
- n accumulation of mutations in model species. Based on parent-offspring segregations and a hierarchical Bayesian model, the mean rate of mutation in the orthopteran insect
