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Data from: Modeling the internet of things, self-organizing and other complex adaptive communication networks: a cognitive agent-based computing
- 负责人：
- DOI：
- doi:10.5061/dryad.mq793
- 摘要：
- e of Agent-based Modeling as part of the Cognitive Agent-based Computing (CABC) framework to model a Complex communication network problem. Method: We use Exploratory
Data from: ABC inference of multi-population divergence with admixture from unphased population genomic data
- 负责人：
- DOI：
- doi:10.5061/dryad.80m5b
- 摘要：
- individuals per population, although specific strategies are model- and question-dependent. We tested our ABC approach through simulation-based cross
Data from: Population divergence with or without admixture: selecting models using an ABC approach
- 负责人：
- DOI：
- doi:10.5061/dryad.7tb527m3
- 摘要：
- among alternative splitting and admixture models. We performed a simulation study and showed that with reasonably large data sets (20 loci) it is poss
Data from: Demographic model selection using random forests and the site frequency spectrum
- 负责人：
- DOI：
- doi:10.5061/dryad.2j27b
- 摘要：
- to traditional ABC algorithms. Importantly, by combining these strategies, large sets of models with differing numbers of populations can be evaluated.
Data from: Assessing the dynamics of natural populations by fitting individual based models with approximate Bayesian computation
- 负责人：
- 关键词：
- Pogonocichla stellata;approximate Bayesian computation;population dynamics;Individual Based Model
- DOI：
- doi:10.5061/dryad.851jr
- 摘要：
- 1. Individual based models (IBMs) allow realistic and flexible modelling of ecological systems, but their parametrization with empirical data
Data from: Using ABC and microsatellite data to detect multiple introductions of invasive species from a single source
- 负责人：
- DOI：
- doi:10.5061/dryad.2c20k
- 摘要：
- s of summary statistics selection. Our simulated results suggested good ability to distinguish between one- and two-wave models over much but not all of the parameter space
Data from: Evidence for climate-driven diversification? A caution for interpreting ABC inferences of simultaneous historical events
- 负责人：
- DOI：
- doi:10.5061/dryad.5s07m
- 摘要：
- . Our results demonstrate that analyses exploring power and prior sensitivity should accompany ABC model-selection inferences. The problems we identify are po
Data from: Recommendations for using msBayes to incorporate uncertainty in selecting an ABC model prior: a response to Oaks et al.
- 负责人：
- DOI：
- doi:10.5061/dryad.17f8v
- 摘要：
- Prior specification is an essential component of parameter estimation and model comparison in Approximate Bayesian computation (ABC). Oaks et al. pr
Data from: Contrasting support for alternative models of genomic variation based on microhabitat preference: species-specific effects
- 负责人：
- DOI：
- doi:10.5061/dryad.ng3bv
- 摘要：
- s in habitat suitability over time, we evaluate the relative probabilities of two alternative models using approximate Bayesian computation (ABC) in which glaciated regions
Data from: Estimating synchronous demographic changes across populations using hABC and its application for a herpetological community from
- 负责人：
- DOI：
- doi:10.5061/dryad.789pv
- 摘要：
- we can now perform large-scale analyses, both in terms of number of species and geographic scope. Here we first compared the power of four alternative hABC models
