Liu, Zhen

The multiple changepoint model has been considered in a wide range of statistical modelling, as it increases the flexibility to simple statistical applications. The main purpose of the thesis enables the Bayesian inference from such models by using the idea of particle filters. …

Chemical kinetics has been widely acknowledged as a fundamental theory in analysis of chemical processes and the corresponding reaction outputs and rates. The study and application of chemical kinetics thus provide a simulation tool to predict many characteristics a chemical pro…