Data Analysis in Finance (DAF)
Área
AC Matemática > UC Mestrados
Activa nos planos curriculares
Finance > Finance > 2º Ciclo > Unidades Curriculares Optativas > Optional Course 2 > Data Analysis in Finance
Nível
2º Ciclo (M)
Tipo
Estruturante
Regime
Semestral
Carga Horária
Aula Teórica (T): 0.0 h/semana
Aula TeoricoPrática (TP): 3.0 h/semana
Trabalho Autónomo: 121.0 h/semestre
Créditos ECTS: 6.0
Objectivos
In this course, we introduce some statistical tools useful for analyzing financial data. At the end of the course, students should be able to understand basic characteristics of financial data, basic statistical concepts and elementary but comprehensive econometric and data analysis techniques.
Programa
- Empirical Features of Financial Data
- Statistical Concepts and Stylized Facts of Financial Data
- Regression Analysis
- Time Series Analysis
Metodologia de avaliação
Apart from the classes that discuss the statistical methodology, the students are provided with:
- Computer- EViews software explanations: how to apply the theory using real data.
- Problem sets ? contain questions about both the theory and practice.
- Group Work/Case-study (50% of the final grade)
- Final Exam (50% of the final grade)
Bibliografia
Principal
Quantitative Investment Analysis,
DeFusco, R., McLeavey, D. W., Pinto, J. E. and Runkle, D.
2015
3nd Edition, CFA Institute
Forecasting: Principles and Practice
Hyndman, R. and Athanasopoulos, G.
2014
OTexts.com
Secundária
Não existem referências bibliográficas secundárias.