📄️ Feature selection
This section aims to provide an insight into several feature selection techniques - they are described in the following:
📄️ Hypothesis testing
This section provides an overview of a set of statistical tests frequently used at nova - they are detailed in the following:
📄️ Methodological considerations
1\. P-value
📄️ Quantitative validation methods
Here we present the measures used when handling patient-level data in the context of validation:
📄️ Statistical modeling
This section aims to describe the most popular statistical modeling approaches and techniques - they are detailed in the following:
📄️ Survival analysis
This section introduces the survival analysis concept and the most popular techniques related to this subject - they are detailed in the following: