Summary of statistical concepts

Feature selection

This section aims to provide an insight into several feature selection techniques - they are described in the following:

This section provides an overview of a set of statistical tests frequently used at Nova - they are detailed in the following:

1\. P-value

Here we present the measures used when handling patient-level data in the context of validation:

This section aims to describe the most popular statistical modeling approaches and techniques - they are detailed in the following:

This section introduces the survival analysis concept and the most popular techniques related to this subject - they are detailed in the following: