**Chapter 3**

Mixture Transition Distribution Modelling of Multivariate Time Series of Discrete State Processes: With an Application to Modelling Flowering Synchronisation with Respect to Climate Dynamics

*Irene Hudson, Susan Won Sun Kim and Marie Keatley*
