Principled Statistical Inference in Data Science

We discuss the challenges of principled statistical inference in modern data science. Conditionality principles are argued as key to achieving valid statistical inference, in particular when this is performed after selecting a model from sample data itself.

  Principles, Data, Sciences, Statistical, Inference, Statistical inference, Principled, Principled statistical inference in data science