Statistical methods for the analysis of large dimensional data
speaker: Malgorzata Bogdan
Abstract:
In this talk we will present some modern statistical methods for the analysis of large dimensional data. We will mainly concentrate on different statistical techniques for selecting important variables, building predictive models and identifying relationships in the database when the number of variables is comparable or larger than the sample size.