I am currently holding a Post-Doc position at the IMFS at Goethe University Frankfurt. My research focuses on Financial Fragility, Monetary Theory and Inequality with emphasis on heterogeneity and nonlinearities. I also have a strong background in IT and computational methods. This is my personal website, where you can find details of my research and interests.


Monetary Policy and Speculative Stock Markets

[download working paper, code upon request] (read more)

This paper studies the macroeconomic consequences when -- potentially speculative -- stock prices affect macroeconomic aggregates, and whether monetary policy can mitigate potential spillovers from financial markets. I augment a model with financial constraints on working capital with stock markets, where excess volatility of these markets is endogenously amplified through behaviorally motivated financial speculation. The presence of credit constraints links asset returns to optimal leverage and the price level. Then, standard monetary policy rules can induce a dynamic feedback loop that actually amplifies stock price volatility. I estimate this model to match key moments of European data. The endogenous process of financial market speculation and the feedback from asset prices to the price level are key features to replicate and explain these moments. Numerical analysis suggests that central banks can offset the impact of speculation on either output or inflation by carefully targeting asset prices, but not on both, and can furthermore dampen excess volatility of stock prices. However, the scope of such policy to stabilize economic activity is limited narrowly due to its undesirable response to real economic shocks.

Can Taxation Predict US-Top-Wealth Share Dynamics?

[with Thomas Fischer, download working paper, code upon request] (read more)

Yes - we argue that this is the case. We develop a microfounded model that provides a good in-sample forecast of both the levels as well as the dynamics of wealth inequality in the USA. We fit the data using Kalman filtering. We then employ the calibrated model to make predictions about the evolution of future wealth inequality. In the model, both idiosyncratic return risk and heterogeneous expectations about asset prospects generate wealth inequality, while capital gain taxation reduces it and keeps it at a finite level. The time-varying tax rate turns out to be crucial to explain trends in wealth inequality. The employed model is analytically tractable to a high extent and generates a fat-tailed double Pareto distribution of wealth.

On the Evolutionary Fitness of Rationality

[download latest draft, code upon request] (read more)

This work analyses the interaction of perfectly rational agents in a market with coexisting boundedly rational traders. Whether an individual agent is perfectly rational or boundedly rational is determined endogenously depending on each types market performance. Perfect rationality implies full knowledge of the model including the non-linear switching process itself. I make use of iterative numerical methods to find a recursive solution of the highly nonlinear system, which then only depends on the state space of the original model, and show furthermore that this solution is not necessarily bounded. Depending on the parameterization, agents' interaction can trigger complicated endogenous fluctuations that are well captured by our solution algorithm. In conclusion, in a financial market setup rational agents might adapt sentiment beliefs and so fail to mitigate speculative behavior, and boundedly rational agents are not necessarily driven out of the market. Although the presence of fully rational agents tends to have stabilizing effects it may also induce further endogenous fluctuations.

Noise Induced Stationarity in Explosive Dynamic Feedback Systems

[with Cees Diks, draft upon request] (read more)

We show that under certain circumstances adding noise to an explosive dynamic expectations feedback system can decrease the probability of explosive dynamics and make stationary behavior more likely. We build a small toy model of a market with positive expectations feedback, such as a housing or an asset market, and assume that agents form heterogeneous boundedly rational expectations. Identifying regions in the parameter space where the dynamics are explosive, we give conditions under which adding further stochastic noise can potentially stabilize the market. We provide intuition for this result and discuss the economic implications. For instance, this implies that policy measures that presumingly increase market volatility, such as a Tobin Tax, are not necessarily destabilizing.

Collateral Value and Credit Cycles

[with Egle Jakucionyte, work in progress] (read more)

This work studies the dynamic feedback between collateral prices and aggregate credit volume by formulating a simple non-linear model of a market for a durable good that can be used as collateral to finance expenditures. A finite number of agents that are heterogeneous in wealth maximize utility by deciding over the stock of the good, consumption expenditures and borrowing volumed. We assume that agents form boundedly rational mean-reverting expectations with risk-learning component. The individual borrowing conditions are determined by each agent's leverage ratio and the probability distribution of expected future prices of collateral. The use of projection methods allows agents to realistically anticipate for policy effect and effects of macroprudential regulation even though their expectations are not formed fully rationally. We show that this leads to non-trivial dynamics that are fed by the dynamic feedback of expectations on collateral value, credit and the prices of collateral. Running detailed numerical simulations, we analyze the dynamic stability properties and show how macroprudential policy is able to improve stability properties and decrease the magnitude of unwanted feedback effects.

The General Equilibrium Effects of a Basic Income Guarantee

[work in progress] (read more)

In this exploratory project I take a simple Walrasian economy with agents heterogeneous in skills as a starting point to compare the macroeconomic equilibrium outcome of a minimum wage and unemployment benefit with that of a basic income guarantee regime. Treating individual labor supply as a binary and using standard preferences, I focus on a labor-intensive real economy that embeds decreasing returns to scale and imperfectly competitive firms. This simple structure allows to study the distribution of employment, consumption and production among agents as well as aggregate measurements. While the introduction of minimum wages and/or unemployment benefit yields textbook results, a moderate basic income guarantee can increase labor market participation and output. The binary nature of employment is crucial to generate this result. I show analytically under which restrictions on the parameter space the above conclusion holds and when it does not. Furthermore, any combination of a basic income guarantee with minimum wages and/or unemployment benefits is harmful for employment and output.

The ETACE Virtual Appliance: An Exploratory for the Eurace@Unibi model

[with Sander van der Hoog, download paper] (read more)

This paper presents the Etace Virtual Appliance. The purpose of the software package is, among others, to provide researchers the possibility to explore the dynamics of the Eurace@Unibi agent-based macroeconomic model and to encourage the reproducibility and transparency of research. The package contains various components that allow the user to initialize, simulate and analyze the model. We also give a short overview of what can be done with the Etace Virtual appliance.

ETACE Virtual Appliance downloads: software, installation guide, user manual, licenses, howto: shared folders, howto: graphviz
[with P. Harting and S. van der Hoog]


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In brief, I completed my PhD thesis at the University of Amsterdam and Bielefeld University, supervised jointly by Cars Hommes and Herbert Dawid. During my PhD I was financed by a scholarship from the Bielefeld Graduate School in Economics and Management. Before, I was holding a scholarship from the German Research Foundation. I obtained my MSc in economics from the University of Granada (top of class) and studied economics at Humboldt University Berlin at undergraduate level. I have worked as a professional guitar player and as an IT consultant for several start-up companies.


Gregor Böhl
Institute for Monetary and Financial Stability
Goethe-Universität Frankfurt
House of Finance
Theodor-W.-Adorno-Platz 3
60323 Frankfurt am Main