Fluent statistical computing interfaces for biological data analysis
thesisposted on 2020-11-01, 22:25 authored by STUART ANDREW LEE
This work contributes new computing interfaces for the analysis of data collected from technologies that measure changes in biology, like gene expression. The first interface is a new tool that unites data measured along the genome under a common language of transformation. This interface enables analysts to interpret and combine multiple results from different technologies in a clear and simple way. The second interface provides a framework for identifying interesting regions along the genome. The third interface empowers analysts to interrogate complex models using visual diagnostics. All are provided as open source software packages.