2024
Multivariate Data Analysis
Name: Multivariate Data Analysis
Code: MAT02557L
6 ECTS
Duration: 15 weeks/156 hours
Scientific Area:
Mathematics
Teaching languages: Portuguese
Languages of tutoring support: Portuguese
Regime de Frequência: Presencial
Sustainable Development Goals
Learning Goals
Provide the students with the ability to choose the most appropriate statistical tool for the type of analysis involved.
Provide the students with ability to interpret the results using a statistical package (SPSS).
Provide the students with ability to interpret the results using a statistical package (SPSS).
Contents
1. Elementary concepts of the theory of matrices.
2. The Multivariate Normal Distribution.
3. Univariate analysis of variance.
4. Multivariate Analysis of Variance.
5. Non-Parametric Tests (Multivariate).
6. Principal Component Analysis. Factorial Analysis. Cluster Analysis.
2. The Multivariate Normal Distribution.
3. Univariate analysis of variance.
4. Multivariate Analysis of Variance.
5. Non-Parametric Tests (Multivariate).
6. Principal Component Analysis. Factorial Analysis. Cluster Analysis.
Teaching Methods
Theoretic and practices lectures taught in the blackboard with the support of a connection for e-learning tools and use of transparencies. To solve problems in their field of applications.
Resolution of exercises proposed in classes either with the software installed on computers or with the calculators and tables.
Assessment methods: Evaluation by final exam, or by two tests. To take into account students? performance and work during regular classes for final grade if it?s beneficial for the student.
Resolution of exercises proposed in classes either with the software installed on computers or with the calculators and tables.
Assessment methods: Evaluation by final exam, or by two tests. To take into account students? performance and work during regular classes for final grade if it?s beneficial for the student.
Teaching Staff
- Dulce Gamito Santinhos Pereira [responsible]
Certificações
