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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 demographic uncertainty: Bayesian methods for integral projection models (IPMs)
负责人:
关键词:
Opuntia imbricata Hawarth D.C.;Demography;hierarchical Bayes;process error;model selection;parameter estimation;Markov chain Monte Carlo;stochasticity;uncertainty;population dynamics
DOI:
doi:10.5061/dryad.db428
摘要:
backbone of an IPM. These models are typically fit using a frequentist approach. We suggest that hierarchical Bayesian statistical approaches offer importa
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: 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: Empirical tests of harvest-induced body-size evolution along a geographic gradient in Australian macropods
负责人:
关键词:
Bayesian hierarchical model Bergmann’s rule body size conditional autoregressive model harvesting human-induced evolution
DOI:
doi:10.5061/dryad.c3tc6
摘要:
ly). 5. There is no empirical evidence that size-selective harvesting has driven the evolution of smaller body size in Australian macropods. Bayesian models ar
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
Data from: Robust inference on large-scale species habitat use with interview data: the status of jaguars outside protected areas in Central America
负责人:
关键词:
Anthropocene;wildlife corridor;occupancy;Bayesian;habitat use;citizen science;hierarchical model;false positive;interview;validation;jaguar;Panthera onca
DOI:
doi:10.5061/dryad.jk6rf
摘要:
of large-scale, interview-based analyses of species occurrence. Synthesis and applications. Our Bayesian hierarchical occupancy model accommod
Data from: Mechanical reproductive isolation facilitates parallel speciation in western North American scincid lizards
负责人:
Richmond, Jonathan Q.
关键词:
Hybridization Mate choice Reproductive isolation Speciation: ecological lizards Vertebrates
DOI:
doi:10.5061/dryad.51d7k
摘要:
reproductive isolation in most animal groups is largely unknown and rarely tested. In this study, we used hierarchical Bayesian modeling of mate compatibility exper

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