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Datasets Containings Simulation Results

Name: Datasets Containings Simulation Results
Creator: University of Heidelberg
Published: 2017-10-13T00:00:00+08:00

Zenodo2017-10-13 更新2026-04-07 收录

贝叶斯模型

计算统计学仿真

数据链接：

https://zenodo.org/record/1010125 数据链接链接失效反馈

官方服务：

资源简介：

These are the datasets containings the simulation results presented in "Approximate Bayes factors: flexible and likelihood-free model comparison with ABrox".

应用场景：

提供机构：

University of Heidelberg

创建时间：

2017-10-13

结构健康监测

贝叶斯模型

The presented data shows the Bayesian operational modal analysis (BayOMA) identification results used in the study of Wolniak et al.[1] for the dataset published by Wolniak et al. [2]. For a detaile

DataCite Commons2024-11-06 更新120

A Bayesian and efficient observer model explains concurrent attractive and repulsive history biases in visual perception

视觉感知历史偏差

贝叶斯模型

Perceptual decisions can be repelled away from (repulsive adaptation) or attracted towards recent visual experience (attractive serial dependence). It is currently unclear whether and how these repuls

DataCite Commons2024-05-13 更新90

Log-evidence estimated by Laplace and referenced TI approximations.

贝叶斯模型

对数证据估计

In each section, model with the highest log-evidence estimated by Laplace or referenced TI method is indicated in bold. The credible intervals for log-evidence comes from calculating the quantiles of

Figshare2023-08-14 更新50

Bayesian Model Selection for Exponential Random Graph Models via Adjusted Pseudolikelihoods

网络分析

贝叶斯模型

Models with intractable likelihood functions arise in areas including network analysis and spatial statistics, especially those involving Gibbs random fields. Posterior parameter estimation in these s

DataCite Commons2020-08-29 更新100

Cluster-Based Bayesian Model from Cluster-based Bayesian approach for noisy and sparse data: application to flow-state estimation

贝叶斯模型

流态估计

Experimental data and transition network code (CBM)

DataCite Commons2024-05-22 更新70