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.
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.