Sumários

Statistics - Lesson 3

25 Novembro 2022, 13:00 Eunice Isabel Ganhão Carrasquinha Trigueirão

High-dimensional data. Regularization techniques: lasso, elastic net and ridge. Network-based regularization. Examples of these methodologies using R software.


Statistics - Lesson 2

18 Novembro 2022, 13:00 Eunice Isabel Ganhão Carrasquinha Trigueirão

Overview of clustering techniques. K-means algorithm. Linear and multiple regression.

 Examples of these methodologies using R software.


Statistics - Lesson 1

11 Novembro 2022, 13:00 Eunice Isabel Ganhão Carrasquinha Trigueirão

Introduction to Multivariate data analysis. Principal Components Analysis and Factor Analysis. Examples of these methodologies using R software.