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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:
关键词:
diffusion model;soil carbon;soil respiration;2007-2011;global change experiments;soil CO2 flux
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:
关键词:
N-mixture model;elk;wildlife;Cervus elaphus nelsoni;Hierarchical Bayesian Statistics;abundance;Multi-State Mark-Recapture;population size
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:
关键词:
BAMM;Macroevolution;bayesian analysis
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:
关键词:
multi-species modelling;multi-species modeling;species richness;biodiversity;Grasslands;hierarchical Bayesian models;protected areas;Body Size;human disturbance;diet;camera trap
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:
关键词:
informative prior;imperfect detection;occupancy model;scenario;observation;phantom species;Mniotilta varia;detection probability;confirmed detection;hierarchical Bayesian model;Monte Carlo simulation
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
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

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