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56878-01 - Vorlesung: Causality in Finance and Economics 3 KP

Semester Herbstsemester 2020
Angebotsmuster Jedes Herbstsemester
Dozierende Ola Mahmoud (ola.mahmoud@unibas.ch, BeurteilerIn)
Inhalt Causality is influence by which one event, process or state (a cause) contributes to the production of another event, process or state (the effect) where the cause is partly responsible for the effect, and the effect is partly dependent on the cause. While we are told in economics and finance (the true fact) that "correlation is not causation", this course aims to encourage the empirical researcher to go beyond correlation, to think causally, and to statistically analyze causality in both experimental and observational studies.

The course will broadly cover the following topics:

1. Introduction to principles of causal inference
2. Causal graphs
3. Confounding and interventions
4. Counterfactuals
5. Empirical and statistical methods
6. Applications in finance and economics
Lernziele The goal of this course is to learn the most important principles of causal reasoning as well as the application of causal inference in empirical analyses in finance and economics.
Literatur -- Lecture slides on ADAM

-- Relevant books and papers will be listed on ADAM
Weblink Weblink to ADAM

 

Teilnahmebedingungen No strict prerequisites are required. However, a basic knowledge of quantitative tools, statistics, probability and a certain level of mathematical sophistication and intellectual curiosity will be needed.
Anmeldung zur Lehrveranstaltung Course registration: please enrol in MOnA; Registration = Enrolment to the exam. A deregistration is possible by email to Studiendekanat-wwz@unibas.ch until Nov 9 2020, 8 pm.
Unterrichtssprache Englisch
Einsatz digitaler Medien kein spezifischer Einsatz

 

Intervall Wochentag Zeit Raum

Keine Einzeltermine verfügbar, bitte informieren Sie sich direkt bei den Dozierenden.

Module Vertiefungsmodul: Monetary Economics and Financial Markets (Masterstudium: Wirtschaftswissenschaften)
Leistungsüberprüfung Semesterendprüfung
Hinweise zur Leistungsüberprüfung A written exam accounting for 100% of the grade: 7.12.20. Electronic exam, Qualtrics, starting time: 14:00.
An-/Abmeldung zur Leistungsüberprüfung Anmelden: Belegen; Abmelden: Studiendekanat
Wiederholungsprüfung keine Wiederholungsprüfung
Skala 1-6 0,1
Wiederholtes Belegen beliebig wiederholbar
Zuständige Fakultät Wirtschaftswissenschaftliche Fakultät / WWZ, studiendekanat-wwz@unibas.ch
Anbietende Organisationseinheit Wirtschaftswissenschaftliche Fakultät / WWZ

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