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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: 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
Data from: Bayesian model selection with BAMM: effects of the model prior on the inferred number of diversification shifts
- 负责人：
- DOI：
- doi:10.5061/dryad.0564q
- 摘要：
- . 2. The hierarchical Poisson process prior in BAMM reduces to a simple geometric distribution on number of rate shifts and we use this property to increase
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: Occupancy models for data with false positive and false negative errors and heterogeneity across sites and surveys
- 负责人：
- DOI：
- doi:10.5061/dryad.t68v8
- 摘要：
- hierarchical Bayesian models that utilize a subset of data with either confirmed detections of a species’ presence (CP model) or both confirmed presences and confirmed absences
Data from: Bayesian hierarchical models for spatially misaligned data in R
- 负责人：
- 关键词：
- DOI：
- doi:10.5061/dryad.3g9s2
- 摘要：
- and illustrates a Bayesian regression framework for modelling spatially misaligned multivariate data. Particular attention is paid to developing vali
Data from: Comparison of approaches to combine species distribution models based on different sets of predictors
- 负责人：
- DOI：
- doi:10.5061/dryad.p352h
- 摘要：
- ent approaches to model combination give rise to disparities in the model outputs. Bayesian integration was systematically affected by an er
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
