With the rise in computational resources, integrative data analysis of multiple related data sources has become increasingly viable. However, traditional analysis methods developed for a single data source do not always readily generalize to the setting of multiple data sources. It is therefore crucial to understand how data analysis methods can be extended to this new setting.