Laajuus: 6

Aikataulu: 27.02.2020 - 08.04.2020

Vastuuopettaja (voimassa 01.08.2018-31.07.2020): 

Sean Shin

Kurssin yhteystiedot (koskee tätä kurssikertaa): 

Feel free to ask any questions via email.


Opetusperiodi (voimassa 01.08.2018-31.07.2020): 

IV (Spring 2019) Otaniemi campus

IV (Spring 2020) Otaniemi campus

Osaamistavoitteet (voimassa 01.08.2018-31.07.2020): 

By the end of the course students, students will be familiar with basic quantitative methods used for analyzing financial data; be able to implement those skills in the context of potential applications for portfolio construction using a programming language.

Sisältö (voimassa 01.08.2018-31.07.2020): 

This course covers basic quantitative skills for analyzing financial data. This course also reviews basic academic papers related to empirical topics, such as behaviors of securities prices relative to the benchmark asset pricing models.

Details of assignments will be provided by the lecturer through MyCourses.

Tarkennukset kurssin sisältöön (koskee tätä kurssikertaa): 

The following contents are tentative and subject to change as needed:

#1. Course Orientation and Introduction. 


#2. Evaluating asset returns: Time-Series vs. Cross-sectional tests.

#3. Value Investing. 

#4. Momentum Investing. 

#5. Quality Investing, Betting against Beta, and Q-factor Model 

#6. Group Presentation: Key Paper and Project Execution Plan

#7. Factor Investing: is it robust?  

#8. Investing Other Asset Market: Fixed Income Markets   

#9. Big Data and Machine Learning in Finance Research

#10. Big Data and Machine Learning in Finance Research (cont.)

#11. Final Group Presentation 1

#12. Final Group Presentation 2



Toteutus, työmuodot ja arvosteluperusteet (voimassa 01.08.2018-31.07.2020): 

The final grade (0 – 5 scale) is based on total points (max 100 points); combining assignments (50 %) and exam (50 %) points. To pass the course, you have to get at least 40% of exam points, i.e. 20 points. Conditional on that, your final grade is based on the following scale:  

90≤x≤100: Final grade = 5
80≤x<90: Final grade = 4
70≤x<80: Final grade = 3
60≤x<70: Final grade = 2
50≤x<60: Final grade = 1
0≤ x<50: Final grade = 0, Fail

Tarkennetut arviointiperusteet ja -menetelmät ja tutustuminen arviointiin (koskee tätä kurssikertaa): 


Individual Assignment (15%)

Group Works (35%)

Exam (50%)



Työmäärä toteutustavoittain (voimassa 01.08.2018-31.07.2020): 

Classroom hours 24h
Class preparation 40h
Assignments/projects 60h
Preparing Exam 34h
Exam 2h

Total 160h (6 op)

Tarkennettu kuormittavuuslaskelma (koskee tätä kurssikertaa): 


Oppimateriaali (voimassa 01.08.2018-31.07.2020): 

Readings, slides, and other materials will be provided by the lecturer through MyCourses.

Tarkennukset oppimateriaaliin (koskee tätä kurssikertaa): 


Esitiedot (voimassa 01.08.2018-31.07.2020): 

Investment Management (28C00300) and Econometrics for Finance (28C00200), or equivalent courses.

Arvosteluasteikko (voimassa 01.08.2018-31.07.2020): 


Ilmoittautuminen (voimassa 01.08.2018-31.07.2020): 

The course registration is done via WebOodi and closes always 7 days before the first lecture/ start of the teaching period. The study coordinator will check the registrations first and then discuss with the lecturer and provide the lists. We have student quotas for our M.Sc. level courses and we use prioritization list.

Lisätietoja (voimassa 01.08.2018-31.07.2020): 

A maximum of 40 students can be accepted to the course.

First priority are Finance M.Sc. programme students (i.e. who have graduated as B.Sc.) and CEMS students (those courses that have been designated as CEMS courses).

Remaining seats are prioritized as follows, in the order of registration in WebOodi within one category:
1. Finance M.Sc. exchange students from other universities
2. Aalto Finance B.Sc. students with a finished B.Sc. thesis (registered in transcript of records)
3. All other M.Sc. students

Please follow carefully the registration deadlines of the courses and exams! Missing registration deadline automatically foregoes a guaranteed seat for Finance M.Sc. courses and puts prospective student at the bottom of the prioritization list.

Students may be required to confirm their registration by signing the participation list circulated during the first lecture.

Toteutuksen lisätiedot (koskee tätä kurssikertaa): 


Kurssin aikataulu (koskee tätä kurssikertaa): 

This will be announced during the first class.

Opintojakson kuvaus

Ilmoittautuminen ja lisätiedot