在一个自我生成的梯度集体细胞运动模型中的近似贝叶斯推理

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Jon Devlin1, Agnieszka Borowska2, Dirk Husmeier2

  • 1Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK.

Computational statistics
|July 15, 2025
PubMed
概括

本研究将近似贝叶斯计算 (ABC) 方法与细胞运动模型中的参数推理进行比较. 它确定了高性能的ABC算法,用于分析具有随机过程的复杂生物系统.

关键词:
大致的贝叶斯计算方法化学反应 (chemotaxis) 是一种漂移-扩散模型的模型.模型校准模型的校准.随机微分方程 随机微分方程

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