论文标题
贝叶斯变更点分析
Bayesian Changepoint Analysis
论文作者
论文摘要
在我的博士学位论文中，我们详细阐述了贝叶斯变更点分析，从而将重点放在三个大主题上：通过MCMC进行近似采样，精确的推论和不确定性定量。此外，以持续的方式讨论建模事项。我们的发现是通过几个更改点示例的基础，重点是井钻钻探数据。
In my PhD thesis, we elaborate upon Bayesian changepoint analysis, whereby our focus is on three big topics: approximate sampling via MCMC, exact inference and uncertainty quantification. Besides, modeling matters are discussed in an ongoing fashion. Our findings are underpinned through several changepoint examples with a focus on a well-log drilling data.
