Available Master thesis topics

Asset management and asset pricing:

A1. Dynamic Asset Allocation using Reinforcement Learning

Optimize multi-asset portfolio using Recurrent Neural Network. Compare the results to the benchmark, i.e.m a combination of S&P 500 + US corporates benchmark. This thesis will be jointly supervised by our institute and an industry partner (Solactive). Relevant literature: a) Oflus, Kemal, Quantitative Tactical Asset Allocation Using Ensemble Machine Learning Methods (May 18, 2014), ssrn.com/abstract=2438522. b) Stefanescu, Razvan, Optimal Asset Allocation Strategies (June 26, 2016), https://ssrn.com/abstract=2800815. Note that this topic requires visits to Frankfurt in order to cooperate with the industry partner. Please contact Andre Guettler if you are interested.

 

A2. Risks and returns of cryptocurrencies

The thesis should replicate and extend a current working paper in this area (VoxEU column and NBER working paper). Extensions could consist of a longer time period including the current downturn and a broader selection of cryptocurrencies. Please contact Andre Guettler if you are interested.

 

A3. Green bonds

The thesis should replicate and extend a current working paper in this area (BIS working paper). Extensions could, for instance, consist of a longer time period. Please contact Andre Guettler if you are interested.

 

Credit Risk:

C1.  Sovereign Credit Ratings, Capital Flows, Domestic Credit Growth, and House Prices

Sovereign credit ratings are argued to be relevant for financial development of emerging economies through international capital flows. This study aims to document whether a change in sovereign credit ratings of one country have affect on: 

-capital flows to that country
-domestic credit growth
-and house prices

If you are interested, please contact Ahmet Ali Taskin.

 

Banking:

B1.  Access to Finance and Economic Activity 

The effect of credit on real economic outcomes is a central topic in banking and growth literature. This study aims to shed more light on this relationship using local level data from Turkey. The potential effects to be investigated are listed (but not limited to) energy consumption, firm openings/closings, building permits etc.  

If you are interested, please contact Ahmet Ali Taskin.

 

B2. US Dollar Funding of Foreign Banks and Financial Stability

Total assets of branches and agencies of foreign banks operating in the United States amount to more than 2 trillion USD (source). There is high degree of concentration in this market with the largest five foreign jurisdictions accounting for more than 70% of the total assets. IMF’s Global Financial Stability Report (IMF, 2019) identifies global non-US bank’s dollar funding as a source of financial vulnerability. This thesis should analyze how foreign banks in the US are organizing their US activities via branches. The aim is to understand the motivation of different countries/banks to be active in this market and identify some of the risks that the US branches may pose for their respective parent banks. BIS (2019) provides a good starting point. The data for this thesis is provided (FFIEC call reports). If you are interested, please contact Mahvish Naeem.

 

B3. Comparability of Basel Risk Weights in the EU Banking Sector

This thesis should replicate and extend a SUERF policy note on the comparability of Basel risk weights in the EU banking sector (VoxEU article and OeNB Financial Stability Report) based on the newly released data of the EBA 2019 Transparency Exercise. Extensions could consist of comparing different time periods (see past EBA Transparency Exercises) to assess whether the heterogeneity among Basel risk weights has increased or decreased over time. If you are interested, please contact Mahvish Naeem.

 

B4. Evolution of Bank Business Models in Europe

Ayadi et al. (2011) provide a method for determining the business models of European banks based on a cluster analysis of banks’ balance sheet information. The student is expected to perform the cluster analysis for different points in time, at least capturing 2003, 2007, 2009, 2013 and 2016. This analysis aims to provide insights on how the business models of European banks have evolved prior to the global financial crisis and afterwards. The data is available via Bloomberg. Please contact Mahvish Naeem if interested.

 

Theses in the area of credit risk or banking

Note that there are usually MSc topics in the area of credit risk (in particular about credit ratings) and banking available in addition to the stated thesis topics above (in case you don't have any own research idea in mind). In this case we will provide necessary data for your thesis. Please send an e-mail to Andre Guettler if you are interested.