Declarative Statistics

Activity: Academic talk or presentation typesInvited talk


In this work we introduce declarative statistics, a suite of declarative modelling tools for statistical analysis. Statistical constraints represent the key building block of declarative statistics. We introduce a selection of novel statistical constraints. This toolbox can be used to tackle a wide range of problems typically encountered in statistics. Finally, we deploy these statistical constraints to a wide range of application areas drawn from classical statistics and we contrast our framework against established practices.
Period27 Apr 2018
Held atUniversity College Cork, Ireland