Study programme 2024-2025Français
Advanced Econometrics - AAEP
Learning Activity
CodeLecturer(s)Associate Lecturer(s)Subsitute Lecturer(s) et other(s)Establishment
W-AETR-080
  • DHYNE Emmanuël
      • UMONS
      Language
      of instruction
      Language
      of assessment
      HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term
      AnglaisAnglais276000Q2


      Content of Learning Activity

      The purpose of this course is to present advanced tools for data analysis and econometrics, with a strong focus on time series econometrics. An introduction to Machine Learning is also provided.

      The various concepts and methods are illustrated by applications using Stata or Python.

      Students are required to conduct an econometric analysis of high frequency financial data using Stata.
       

      Required Learning Resources/Tools

      The course is based on 

      - 'Introductory Econometrics for Finance", Chris Brooks
      - Data Analysis for Business, Economics, and Policy', Gabor Békés, Gébor Kézdi

      Recommended Learning Resources/Tools

      Online material available on Moodle

      Other Recommended Reading

      Not applicable

      Mode of delivery

      • Face-to-face

      Type of Teaching Activity/Activities

      • Cours magistraux
      • Travaux pratiques
      • Projet sur ordinateur

      Evaluations

      The assessment methods of the Learning Activity (AA) are specified in the course description of the corresponding Educational Component (UE)

      Location of learning activity

      • Université de Mons - Mons

      Location of assessment

      • Université de Mons - Mons
      (*) HT : Hours of theory - HTPE : Hours of in-class exercices - HTPS : hours of practical work - HD : HMiscellaneous time - HR : Hours of remedial classes. - Per. (Period), Y=Year, Q1=1st term et Q2=2nd term
      Date de dernière mise à jour de la fiche ECTS par l'enseignant : 03/05/2024
      Date de dernière génération automatique de la page : 23/05/2025
      20, place du Parc, B7000 Mons - Belgique
      Tél: +32 (0)65 373111
      Courriel: info.mons@umons.ac.be