PostDoc in Economics @Oxford
Thinking about Market Design
PostDoc in Economics @Oxford
Thinking about Market Design
PostDoc in Economics @Oxford
Thinking about Market Design
About Me
I focus on market design and microeconomic theory, emphasizing how they can be applied to real-world markets. Recently, I've been fascinated by the design of financial markets and online trading platforms, and creating fair and efficient ways to (re)allocate indivisible goods without the use of money. For a bit of fun, I also apply game theory to sports like football and tennis.
Currently, I'm a Postdoctoral Research Fellow at the University of Oxford's Department of Economics, a Non-Stipendiary Research Fellow at Nuffield College, and a member of the Zurich Center for Market Design.
I‘ve also taken my research into the private sector as a market design consultant — more on that below.
Feel free to reach out at <simon.jantschgi{at}economics.ox.ac.uk>.
News
I will present our new working paper The Competitive Core of Combinatorial Exchange (with Thanh Nguyen and Alex Teytelboym) at the 2024 NBER Market Design Working Group @Stanford University on October 19th.
My solo-authored paper The Hidden Cost of Zero-Commission was accepted for EC’24 @Yale University.
I received the 2024 Annual Award of the University of Zurich for my PhD thesis Market Design for Double Auctions.
My Background
My Background
Here is my academic journey so far…
Here is my academic journey so far…
2023 - 2026
Postdoc in Economics
@Oxford & Nuffield
read more
Hosted by Alex Teytelboym and sponsored by Paul Klemperer
2023 (August - December)
Visiting Postdoc in Mathematics
@MSRI / SLMATH Berkeley
read more
read more text
2023 (August - December)
Visiting Postdoc in Mathematics
@MSRI / SLMATH Berkeley
read more
Mathematics and Computer Science of Market and Mechanism Design
Mentored by: Itai Ashlagi and Scott Duke Kominers
2023 (August - December)
Visiting Postdoc in Mathematics
@MSRI / SLMATH Berkeley
read more
read more text
2020 - 2023
Joint PhDs in Sociology and
Mathematics & Computer Science
@Zurich & Grenoble-Alpes
read more
read more text
2020 - 2023
Joint PhDs in Sociology and
Mathematics & Computer Science
@Zurich & Grenoble-Alpes
read more
My Dissertation Market Design for Double Auctions won the 2024 UZH Award.
Supervisors: Heinrich Nax and Bary Pradelski
External Thesis Committee: Jonathan Newton, Eran Shmaya and Philipp Strack
2020 - 2023
Joint PhDs in Sociology and
Mathematics & Computer Science
@Zurich & Grenoble-Alpes
read more
read more text
2020 - 2022
PhD Excellence Program
@Digital Society Initiative
read more
Graduated for my work Market Design for Online Marketplatforms
2018 - 2019
MSc in Mathematics
@ETH Zurich
read more
My Master’s Thesis Optimal Clearing Schedules in Dynamic Markets won the 2018 ETH Medal.
Focus Areas: Probability Theory, Finance, Market Design
2014 - 2018
BSc in Mathematics
@ETH Zurich
read more
My Bachelor's Thesis Resistors in Dual Networks was published (see below).
For my work as a teaching assistant (Linear Algebra and Geometry) at the Department of Mathematics, I received the 2016 Teaching Award.
Focus areas: Combinatorics, Graph Theory, Game Theory
My Research
Here is what I am currently working on…
The Competitive Core of Combinatorial Exchange
Working Paper (Link to appear soon)
Many markets involve the exchange of bundles of indivisible goods without money, e.g., organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation. Is there an efficient and fair mechanism for such combinatorial exchange problems?
Show a short answer
Show abstract
Yes! We propose a novel mechanism, Competitive Core Selection, that builds upon a competitive equilibrium foundation with ties to pseudo-markets.
We consider combinatorial exchanges where agents have (possibly random) endowments and ordinal preferences over bundles of indivisible goods. We focus on the ordinal core—the set of all individually rational lottery assignments which cannot be blocked by a coalition whose members trade probability shares and receive first-order stochastically dominating lotteries. We show that the ordinal core is always non-empty and that any ordinal core allocation can be implemented as a lottery over near-feasible and ex-post efficient outcomes. In fact, we prove that there is always a set of allocations in the core, which we call the competitive core, that can be supported by prices arising from a novel competitive equilibrium foundation. When endowments are deterministic, competitive core allocations can be implemented over near-feasible ex-post core outcomes. Moreover, competitive core allocations are ordinally envy-free and ex-post envy-free up to one good (where envy is only justified if another agent’s endowment is either smaller or worth less in equilibrium). A mechanism that selects a competitive core allocation is strategyproof in the large. Our framework can be used in many real-world market design applications, such as organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation.
The Hidden Cost of Zero-Commission
Working Paper: Extended Abstract @25th ACM Conference on Economics and Computation (EC'24), 2024
Online platforms like Robinhood promote ‘zero-commission’ trading, but in reality, they hide their transaction costs. What are the implications for market design?
solo-authored
Show a short answer
Show abstract
There is a hidden cost of zero commission, but a priori, it's unclear who pays it. Unsophisticated traders bear the cost through greater market volatility and wider spreads, while sophisticated traders can shift the burden onto the platform by exploiting the volatility, ultimately reducing its revenue.
Transaction costs are ubiquitous in two-sided markets. However, to attract market participants, some market platforms promote `zero commission' models that, in reality, conceal these costs. In this paper, I examine how transaction cost transparency affects incentives and market performance. I show that hidden transaction costs induce additional volatility in the form of price cycles in markets that would be stable if transparent transaction costs were charged. To compete with the profit opportunities from price cycles, platforms with transparent costs must reduce them below the optimal monopolist level to attract traders. In this duopoly, I show that there is a market equilibrium: more risk-averse market participants prefer transparent transaction costs, while less risk-averse market participants choose hidden costs. Depending on the distribution of risk attitudes, transparent transaction costs can be more or less efficient than hidden transaction costs. Finally, I show that hidden transaction costs can potentially lead to market failure, as forward-looking and patient market participants may exploit price cycles by strategically placing more aggressive orders.
Double Auctions and Transaction Costs
Working Paper: Extended Abstract @23rd ACM Conference on Economics and Computation (EC'22), 2022
Transaction costs are ubiquitous in markets. How do they affect incentives and market performance, and how should they be designed with strategic traders?
Show a short answer
Show abstract
Discriminatory transaction costs may be preferable in small markets to avoid deadweight loss. However, in large markets, they can lead to complex price-guessing and potential market failure based on traders' beliefs, making uniform transaction costs preferable as they encourage price-taking behavior.
Transaction costs are ubiquitous in markets. We show that they can fundamentally alter incentives and welfare. We categorize transaction costs into two types. Uniform transaction costs---such as fixed and price fees---incur unavoidable dead-weight loss but preserve key asymptotic properties of markets without transaction cost. Discriminatory transaction costs---such as spread fees---can avoid dead-weight loss but asymptotically lead to complex strategic behavior that may result in market failure. We show how optimal design depends on market size and traders' beliefs: uniform fees are often optimal in large markets, while discriminatory fees may be preferable in small markets.
Foundations of Double Auctions from Theory and Practice
Working Paper
Double auctions are ubiquitous in financial markets, but there is a disconnect between their theoretical models and practical implementations. How can we bridge this gap, and what new insights can we gain from doing so?
Show a short answer
Show abstract
We develop a unified framework for Double Auctions that applies to both finite and infinite markets, includes two-sided auctions on stock exchanges, and accommodates practical features like ties and gaps in reported values. Additionally, we uncover new insights into the stability and asymptotic incentive compatibility of Double Auctions.
Double auctions are among the most widespread market mechanisms that clear demand and supply in two-sided markets, notably on major stock exchanges. In this paper, we provide the first unified definition of double auctions that applies to both finite and infinite markets and is well-behaved in the limit. Our Double Auction not only nests earlier formulations but also allows us to formalize the Reference-Price Double Auction commonly used on stock exchanges. In contrast to prior work, our definition does not rely on any regularity assumptions, and allows ties and gaps in reported values, two phenomena occurring in practice. We axiomatize Double Auctions in general as well as the prominent pricing rules. Finally, we provide necessary and sufficient conditions on traders' beliefs under which our Double Auction is asymptotically incentive-compatible, implying, in particular, that it is always Strategy-Proof in the Large.
Competitive Market Behavior: Convergence and Asymmetry in the Experimental Double Auction
International Economic Review 64 (3), 2023, p.1087-1126
Continuous double auctions are at the heart of modern financial exchanges. What insights do controlled continuous double auction experiments provide about convergence to competitive equilibrium and individual trading behavior?
Show a short answer
Show abstract
Our experiments show that markets typically converge to competitive equilibrium after a few trading periods, but initially, there is an asymmetry favoring buyers, with deal prices usually below equilibrium due to buyers being more aggressively initially and less yielding over time.
We conducted a large number of controlled continuous double auction experiments to reproduce and stress-test the phenomenon of convergence to competitive equilibrium under private information. A common finding across a total of 104 markets (involving over 1,700 subjects and over 100 markets) is convergence after a handful of trading periods. Initially, however, there is evidence for an inherent asymmetry that favors buyers, which is expressed in symmetric markets by deal prices that are significantly below equilibrium prices. Analysis of over 80,000 observations of individual bids and asks helps identify several empirical ingredients contributing to the observed phenomena including higher initial aggressiveness amongst buyers than sellers.
Minimax and Sports: (i) Tennis, and (ii) Football/Soccer Penalties
Draft available upon request
A long-standing folk result claims that professional sports stars play Minimax a la von Neumann. Is this really true?
with
Show a short answer
Not necessarily! With openly available state-of-the-art data, we uncover new and significant evidence against minimax in both professional tennis and football.
abstract
Resistors in Dual Networks
(based on my Bachelor’s Thesis) E. J. Graph Theory Applications 8(2), 257-265 (2020)
A fun paper uncovering a novel connection between dual graphs.
Show abstract
answer
Let G be a finite plane multigraph and G' its dual. Each edge e of G is interpreted as a resistor of resistance R(e), and the dual edge e' is assigned the dual resistance R(e') :=1 / R(e). Then the equivalent resistance r(e) over e and the equivalent resistance r(e)' over e' satisfy r(e)/R(e) + r(e')/R(e')=1. We provide a graph theoretic proof of this relation by expressing the resistances in terms of sums of weights of spanning trees in G and G' respectively.
Optimal Clearing Schedules in Dynamic Markets
(based on my Master’s Thesis)
Currently inactive, but I’d love to get back to it. Couple of new ideas for designing financial exchanges. Happy to discuss it anytime.
solo-authored
answer
abstract
My Research
Here is what I am currently working on…
The Competitive Core of Combinatorial Exchange
Working Paper (Link to appear soon)
Many markets involve the exchange of bundles of indivisible goods without money, e.g., organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation. Is there an efficient and fair mechanism for such combinatorial exchange problems?
Show a short answer
Show abstract
Yes! We propose a novel mechanism, Competitive Core Selection, that builds upon a competitive equilibrium foundation with ties to pseudo-markets.
We consider combinatorial exchanges where agents have (possibly random) endowments and ordinal preferences over bundles of indivisible goods. We focus on the ordinal core—the set of all individually rational lottery assignments which cannot be blocked by a coalition whose members trade probability shares and receive first-order stochastically dominating lotteries. We show that the ordinal core is always non-empty and that any ordinal core allocation can be implemented as a lottery over near-feasible and ex-post efficient outcomes. In fact, we prove that there is always a set of allocations in the core, which we call the competitive core, that can be supported by prices arising from a novel competitive equilibrium foundation. When endowments are deterministic, competitive core allocations can be implemented over near-feasible ex-post core outcomes. Moreover, competitive core allocations are ordinally envy-free and ex-post envy-free up to one good (where envy is only justified if another agent’s endowment is either smaller or worth less in equilibrium). A mechanism that selects a competitive core allocation is strategyproof in the large. Our framework can be used in many real-world market design applications, such as organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation.
The Hidden Cost of Zero-Commission
Working Paper: Extended Abstract @25th ACM Conference on Economics and Computation (EC'24), 2024
Online platforms like Robinhood promote ‘zero-commission’ trading, but in reality, they hide their transaction costs. What are the implications for market design?
solo-authored
Show a short answer
Show abstract
There is a hidden cost of zero commission, but a priori, it's unclear who pays it. Unsophisticated traders bear the cost through greater market volatility and wider spreads, while sophisticated traders can shift the burden onto the platform by exploiting the volatility, ultimately reducing its revenue.
Transaction costs are ubiquitous in two-sided markets. However, to attract market participants, some market platforms promote `zero commission' models that, in reality, conceal these costs. In this paper, I examine how transaction cost transparency affects incentives and market performance. I show that hidden transaction costs induce additional volatility in the form of price cycles in markets that would be stable if transparent transaction costs were charged. To compete with the profit opportunities from price cycles, platforms with transparent costs must reduce them below the optimal monopolist level to attract traders. In this duopoly, I show that there is a market equilibrium: more risk-averse market participants prefer transparent transaction costs, while less risk-averse market participants choose hidden costs. Depending on the distribution of risk attitudes, transparent transaction costs can be more or less efficient than hidden transaction costs. Finally, I show that hidden transaction costs can potentially lead to market failure, as forward-looking and patient market participants may exploit price cycles by strategically placing more aggressive orders.
Double Auctions and Transaction Costs
Working Paper: Extended Abstract @23rd ACM Conference on Economics and Computation (EC'22), 2022
Transaction costs are ubiquitous in markets. How do they affect incentives and market performance, and how should they be designed with strategic traders?
Show a short answer
Show abstract
Discriminatory transaction costs may be preferable in small markets to avoid deadweight loss. However, in large markets, they can lead to complex price-guessing and potential market failure based on traders' beliefs, making uniform transaction costs preferable as they encourage price-taking behavior.
Transaction costs are ubiquitous in markets. We show that they can fundamentally alter incentives and welfare. We categorize transaction costs into two types. Uniform transaction costs---such as fixed and price fees---incur unavoidable dead-weight loss but preserve key asymptotic properties of markets without transaction cost. Discriminatory transaction costs---such as spread fees---can avoid dead-weight loss but asymptotically lead to complex strategic behavior that may result in market failure. We show how optimal design depends on market size and traders' beliefs: uniform fees are often optimal in large markets, while discriminatory fees may be preferable in small markets.
Foundations of Double Auctions from Theory and Practice
Working Paper
Double auctions are ubiquitous in financial markets, but there is a disconnect between their theoretical models and practical implementations. How can we bridge this gap, and what new insights can we gain from doing so?
Show a short answer
Show abstract
We develop a unified framework for Double Auctions that applies to both finite and infinite markets, includes two-sided auctions on stock exchanges, and accommodates practical features like ties and gaps in reported values. Additionally, we uncover new insights into the stability and asymptotic incentive compatibility of Double Auctions.
Double auctions are among the most widespread market mechanisms that clear demand and supply in two-sided markets, notably on major stock exchanges. In this paper, we provide the first unified definition of double auctions that applies to both finite and infinite markets and is well-behaved in the limit. Our Double Auction not only nests earlier formulations but also allows us to formalize the Reference-Price Double Auction commonly used on stock exchanges. In contrast to prior work, our definition does not rely on any regularity assumptions, and allows ties and gaps in reported values, two phenomena occurring in practice. We axiomatize Double Auctions in general as well as the prominent pricing rules. Finally, we provide necessary and sufficient conditions on traders' beliefs under which our Double Auction is asymptotically incentive-compatible, implying, in particular, that it is always Strategy-Proof in the Large.
Competitive Market Behavior: Convergence and Asymmetry in the Experimental Double Auction
International Economic Review 64 (3), 2023, p.1087-1126
Continuous double auctions are at the heart of modern financial exchanges. What insights do controlled continuous double auction experiments provide about convergence to competitive equilibrium and individual trading behavior?
Show a short answer
Show abstract
Our experiments show that markets typically converge to competitive equilibrium after a few trading periods, but initially, there is an asymmetry favoring buyers, with deal prices usually below equilibrium due to buyers being more aggressively initially and less yielding over time.
We conducted a large number of controlled continuous double auction experiments to reproduce and stress-test the phenomenon of convergence to competitive equilibrium under private information. A common finding across a total of 104 markets (involving over 1,700 subjects and over 100 markets) is convergence after a handful of trading periods. Initially, however, there is evidence for an inherent asymmetry that favors buyers, which is expressed in symmetric markets by deal prices that are significantly below equilibrium prices. Analysis of over 80,000 observations of individual bids and asks helps identify several empirical ingredients contributing to the observed phenomena including higher initial aggressiveness amongst buyers than sellers.
Minimax and Sports: (i) Tennis, and (ii) Football/Soccer Penalties
Draft available upon request
A long-standing folk result claims that professional sports stars play Minimax a la von Neumann. Is this really true?
with
Show a short answer
Not necessarily! With openly available state-of-the-art data, we uncover new and significant evidence against minimax in both professional tennis and football.
abstract
Resistors in Dual Networks
(based on my Bachelor’s Thesis) E. J. Graph Theory Applications 8(2), 257-265 (2020)
A fun paper uncovering a novel connection between dual graphs.
Show abstract
answer
Let G be a finite plane multigraph and G' its dual. Each edge e of G is interpreted as a resistor of resistance R(e), and the dual edge e' is assigned the dual resistance R(e') :=1 / R(e). Then the equivalent resistance r(e) over e and the equivalent resistance r(e)' over e' satisfy r(e)/R(e) + r(e')/R(e')=1. We provide a graph theoretic proof of this relation by expressing the resistances in terms of sums of weights of spanning trees in G and G' respectively.
Optimal Clearing Schedules in Dynamic Markets
(based on my Master’s Thesis)
Currently inactive, but I’d love to get back to it. Couple of new ideas for designing financial exchanges. Happy to discuss it anytime.
solo-authored
answer
abstract
My Research
Here is what I am currently working on…
The Competitive Core of Combinatorial Exchange
With: Thanh Nguyen | Alex Teytelboym
Working Paper (Link to appear soon)
Many markets involve the exchange of bundles of indivisible goods without money, e.g., organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation. Is there an efficient and fair mechanism for such combinatorial exchange problems?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
We consider combinatorial exchanges where agents have (possibly random) endowments and ordinal preferences over bundles of indivisible goods. We focus on the ordinal core—the set of all individually rational lottery assignments which cannot be blocked by a coalition whose members trade probability shares and receive first-order stochastically dominating lotteries. We show that the ordinal core is always non-empty and that any ordinal core allocation can be implemented as a lottery over near-feasible and ex-post efficient outcomes. In fact, we prove that there is always a set of allocations in the core, which we call the competitive core, that can be supported by prices arising from a novel competitive equilibrium foundation. When endowments are deterministic, competitive core allocations can be implemented over near-feasible ex-post core outcomes. Moreover, competitive core allocations are ordinally envy-free and ex-post envy-free up to one good (where envy is only justified if another agent’s endowment is either smaller or worth less in equilibrium). A mechanism that selects a competitive core allocation is strategyproof in the large. Our framework can be used in many real-world market design applications, such as organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation.
The Hidden Cost of Zero-Commission
solo-authored
Working Paper: Extended Abstract @25th ACM Conference on Economics and Computation (EC'24), 2024
Online platforms like Robinhood promote ‘zero-commission’ trading, but in reality, they hide their transaction costs. What are the implications for market design?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Transaction costs are ubiquitous in two-sided markets. However, to attract market participants, some market platforms promote `zero commission' models that, in reality, conceal these costs. In this paper, I examine how transaction cost transparency affects incentives and market performance. I show that hidden transaction costs induce additional volatility in the form of price cycles in markets that would be stable if transparent transaction costs were charged. To compete with the profit opportunities from price cycles, platforms with transparent costs must reduce them below the optimal monopolist level to attract traders. In this duopoly, I show that there is a market equilibrium: more risk-averse market participants prefer transparent transaction costs, while less risk-averse market participants choose hidden costs. Depending on the distribution of risk attitudes, transparent transaction costs can be more or less efficient than hidden transaction costs. Finally, I show that hidden transaction costs can potentially lead to market failure, as forward-looking and patient market participants may exploit price cycles by strategically placing more aggressive orders.
Double Auctions and Transaction Costs
Working Paper: Extended Abstract @23rd ACM Conference on Economics and Computation (EC'22), 2022
Transaction costs are ubiquitous in markets. How do they affect incentives and market performance, and how should they be designed with strategic traders?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Transaction costs are ubiquitous in markets. We show that they can fundamentally alter incentives and welfare. We categorize transaction costs into two types. Uniform transaction costs---such as fixed and price fees---incur unavoidable dead-weight loss but preserve key asymptotic properties of markets without transaction cost. Discriminatory transaction costs---such as spread fees---can avoid dead-weight loss but asymptotically lead to complex strategic behavior that may result in market failure. We show how optimal design depends on market size and traders' beliefs: uniform fees are often optimal in large markets, while discriminatory fees may be preferable in small markets.
Foundations of Double Auctions from Theory and Practice
Working Paper
Double auctions are ubiquitous in financial markets, but there is a disconnect between their theoretical models and practical implementations. How can we bridge this gap, and what new insights can we gain from doing so?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Double auctions are among the most widespread market mechanisms that clear demand and supply in two-sided markets, notably on major stock exchanges. In this paper, we provide the first unified definition of double auctions that applies to both finite and infinite markets and is well-behaved in the limit. Our Double Auction not only nests earlier formulations but also allows us to formalize the Reference-Price Double Auction commonly used on stock exchanges. In contrast to prior work, our definition does not rely on any regularity assumptions, and allows ties and gaps in reported values, two phenomena occurring in practice. We axiomatize Double Auctions in general as well as the prominent pricing rules. Finally, we provide necessary and sufficient conditions on traders' beliefs under which our Double Auction is asymptotically incentive-compatible, implying, in particular, that it is always Strategy-Proof in the Large.
Competitive Market Behavior: Convergence and Asymmetry in the Experimental Double Auction
International Economic Review 64 (3), 2023, p.1087-1126
Continuous double auctions are at the heart of modern financial exchanges. What insights do controlled continuous double auction experiments provide about convergence to competitive equilibrium and individual trading behavior?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
We conducted a large number of controlled continuous double auction experiments to reproduce and stress-test the phenomenon of convergence to competitive equilibrium under private information. A common finding across a total of 104 markets (involving over 1,700 subjects and over 100 markets) is convergence after a handful of trading periods. Initially, however, there is evidence for an inherent asymmetry that favors buyers, which is expressed in symmetric markets by deal prices that are significantly below equilibrium prices. Analysis of over 80,000 observations of individual bids and asks helps identify several empirical ingredients contributing to the observed phenomena including higher initial aggressiveness amongst buyers than sellers.
Minimax and Sports: (i) Tennis, and (ii) Football/Soccer Penalties
Draft available upon request
A long-standing folk result claims that professional sports stars play Minimax a la von Neumann. Is this really true?
Show a short answer
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
abstract
Resistors in Dual Networks
Martina Furrer | Norbert Hungerbühler
(based on my Bachelor’s Thesis) E. J. Graph Theory Applications 8(2), 257-265 (2020)
A fun paper uncovering a novel connection between dual graphs.
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Let G be a finite plane multigraph and G' its dual. Each edge e of G is interpreted as a resistor of resistance R(e), and the dual edge e' is assigned the dual resistance R(e') :=1 / R(e). Then the equivalent resistance r(e) over e and the equivalent resistance r(e)' over e' satisfy r(e)/R(e) + r(e')/R(e')=1. We provide a graph theoretic proof of this relation by expressing the resistances in terms of sums of weights of spanning trees in G and G' respectively.
Optimal Clearing Schedules in Dynamic Markets
solo-authored
(based on my Master’s Thesis)
Currently inactive, but I’d love to get back to it. Couple of new ideas for designing financial exchanges. Happy to discuss it anytime.
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
abstract
My Research
Here is what I am currently working on…
The Competitive Core of Combinatorial Exchange
With: Thanh Nguyen | Alex Teytelboym
Working Paper (Link to appear soon)
Many markets involve the exchange of bundles of indivisible goods without money, e.g., organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation. Is there an efficient and fair mechanism for such combinatorial exchange problems?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
We consider combinatorial exchanges where agents have (possibly random) endowments and ordinal preferences over bundles of indivisible goods. We focus on the ordinal core—the set of all individually rational lottery assignments which cannot be blocked by a coalition whose members trade probability shares and receive first-order stochastically dominating lotteries. We show that the ordinal core is always non-empty and that any ordinal core allocation can be implemented as a lottery over near-feasible and ex-post efficient outcomes. In fact, we prove that there is always a set of allocations in the core, which we call the competitive core, that can be supported by prices arising from a novel competitive equilibrium foundation. When endowments are deterministic, competitive core allocations can be implemented over near-feasible ex-post core outcomes. Moreover, competitive core allocations are ordinally envy-free and ex-post envy-free up to one good (where envy is only justified if another agent’s endowment is either smaller or worth less in equilibrium). A mechanism that selects a competitive core allocation is strategyproof in the large. Our framework can be used in many real-world market design applications, such as organ exchanges, tuition exchanges, time bank sharing, shift exchanges, and resource reallocation.
The Hidden Cost of Zero-Commission
solo-authored
Working Paper: Extended Abstract @25th ACM Conference on Economics and Computation (EC'24), 2024
Online platforms like Robinhood promote ‘zero-commission’ trading, but in reality, they hide their transaction costs. What are the implications for market design?
Show a short answer
Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Transaction costs are ubiquitous in two-sided markets. However, to attract market participants, some market platforms promote `zero commission' models that, in reality, conceal these costs. In this paper, I examine how transaction cost transparency affects incentives and market performance. I show that hidden transaction costs induce additional volatility in the form of price cycles in markets that would be stable if transparent transaction costs were charged. To compete with the profit opportunities from price cycles, platforms with transparent costs must reduce them below the optimal monopolist level to attract traders. In this duopoly, I show that there is a market equilibrium: more risk-averse market participants prefer transparent transaction costs, while less risk-averse market participants choose hidden costs. Depending on the distribution of risk attitudes, transparent transaction costs can be more or less efficient than hidden transaction costs. Finally, I show that hidden transaction costs can potentially lead to market failure, as forward-looking and patient market participants may exploit price cycles by strategically placing more aggressive orders.
Double Auctions and Transaction Costs
Working Paper: Extended Abstract @23rd ACM Conference on Economics and Computation (EC'22), 2022
Transaction costs are ubiquitous in markets. How do they affect incentives and market performance, and how should they be designed with strategic traders?
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Show abstract
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Transaction costs are ubiquitous in markets. We show that they can fundamentally alter incentives and welfare. We categorize transaction costs into two types. Uniform transaction costs---such as fixed and price fees---incur unavoidable dead-weight loss but preserve key asymptotic properties of markets without transaction cost. Discriminatory transaction costs---such as spread fees---can avoid dead-weight loss but asymptotically lead to complex strategic behavior that may result in market failure. We show how optimal design depends on market size and traders' beliefs: uniform fees are often optimal in large markets, while discriminatory fees may be preferable in small markets.
Foundations of Double Auctions from Theory and Practice
Working Paper
Double auctions are ubiquitous in financial markets, but there is a disconnect between their theoretical models and practical implementations. How can we bridge this gap, and what new insights can we gain from doing so?
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It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Double auctions are among the most widespread market mechanisms that clear demand and supply in two-sided markets, notably on major stock exchanges. In this paper, we provide the first unified definition of double auctions that applies to both finite and infinite markets and is well-behaved in the limit. Our Double Auction not only nests earlier formulations but also allows us to formalize the Reference-Price Double Auction commonly used on stock exchanges. In contrast to prior work, our definition does not rely on any regularity assumptions, and allows ties and gaps in reported values, two phenomena occurring in practice. We axiomatize Double Auctions in general as well as the prominent pricing rules. Finally, we provide necessary and sufficient conditions on traders' beliefs under which our Double Auction is asymptotically incentive-compatible, implying, in particular, that it is always Strategy-Proof in the Large.
Competitive Market Behavior: Convergence and Asymmetry in the Experimental Double Auction
International Economic Review 64 (3), 2023, p.1087-1126
Continuous double auctions are at the heart of modern financial exchanges. What insights do controlled continuous double auction experiments provide about convergence to competitive equilibrium and individual trading behavior?
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It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
We conducted a large number of controlled continuous double auction experiments to reproduce and stress-test the phenomenon of convergence to competitive equilibrium under private information. A common finding across a total of 104 markets (involving over 1,700 subjects and over 100 markets) is convergence after a handful of trading periods. Initially, however, there is evidence for an inherent asymmetry that favors buyers, which is expressed in symmetric markets by deal prices that are significantly below equilibrium prices. Analysis of over 80,000 observations of individual bids and asks helps identify several empirical ingredients contributing to the observed phenomena including higher initial aggressiveness amongst buyers than sellers.
Minimax and Sports: (i) Tennis, and (ii) Football/Soccer Penalties
Draft available upon request
A long-standing folk result claims that professional sports stars play Minimax a la von Neumann. Is this really true?
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It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
abstract
Resistors in Dual Networks
Martina Furrer | Norbert Hungerbühler
(based on my Bachelor’s Thesis) E. J. Graph Theory Applications 8(2), 257-265 (2020)
A fun paper uncovering a novel connection between dual graphs.
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It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
Let G be a finite plane multigraph and G' its dual. Each edge e of G is interpreted as a resistor of resistance R(e), and the dual edge e' is assigned the dual resistance R(e') :=1 / R(e). Then the equivalent resistance r(e) over e and the equivalent resistance r(e)' over e' satisfy r(e)/R(e) + r(e')/R(e')=1. We provide a graph theoretic proof of this relation by expressing the resistances in terms of sums of weights of spanning trees in G and G' respectively.
Optimal Clearing Schedules in Dynamic Markets
solo-authored
(based on my Master’s Thesis)
Currently inactive, but I’d love to get back to it. Couple of new ideas for designing financial exchanges. Happy to discuss it anytime.
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).
abstract
Talks & Conferences
As an academic, I am lucky to get to travel a lot and meet great people with fascinating research everywhere. In the past, you might have seen my work @
2024
Stanford (NBER Market Design)
Manchester (Theory Seminar)
Amsterdam (EARIE)
Rotterdam (ESEM)
Yale (EC’24)
Manchester (EWET24)
Lisbon (LM2024)
Nashville (NASM)
Zurich (Matching in Practice)
Oxford (Nuffield Theory Workshop)
2024
Stanford (NBER Market Design)
Manchester (Theory Seminar)
Amsterdam (EARIE)
Rotterdam (ESEM)
Yale (EC’24)
Manchester (EWET24)
Lisbon (LM2024)
Nashville (NASM)
Zurich (Matching in Practice)
Oxford (Nuffield Theory Workshop)
2024
Stanford (NBER Market Design)
Manchester (Theory Seminar)
Amsterdam (EARIE)
Rotterdam (ESEM)
Yale (EC’24)
Manchester (EWET24)
Lisbon (LM2024)
Nashville (NASM)
Zurich (Matching in Practice)
Oxford (Nuffield Theory Workshop)
2023
Berkeley x 2 (SLMath/MSRI)
Girona (CED23)
2023
Berkeley x 2 (SLMath/MSRI)
Girona (CED23)
2023
Berkeley x 2 (SLMath/MSRI)
Girona (CED23)
Zurich (Internal Seminar)
2022
London (LSE PhD Seminar)
Paris (PSE TOM Seminar)
Bocconi (EEA & ESEM)
Stony Brook (ICGT)
Colorado Boulder (EC’22)
Padova (CED22)
Bern (Swiss Theory Day)
Oxford (Student Workshop)
Erice (SMGT Workshop)
2022
London (LSE PhD Seminar)
Paris (PSE TOM Seminar)
Bocconi (EEA & ESEM)
Stony Brook (ICGT)
Colorado Boulder (EC’22)
Padova (CED22)
Bern (Swiss Theory Day)
Oxford (Student Workshop)
Erice (SMGT Workshop)
2022
London (LSE PhD Seminar)
Paris (PSE TOM Seminar)
Bocconi (EEA & ESEM)
Stony Brook (ICGT)
Colorado Boulder (EC’22)
Padova (CED22)
Bern (Swiss Theory Day)
Oxford (Student Workshop)
Erice (SMGT Workshop)
2021
Belfast/Virtual (RES Annual Conference)
Zurich (Internal Seminar)
Grenoble (Internal Seminar)
2021
Belfast/Virtual (RES Annual Conference)
Zurich (Internal Seminar)
Grenoble (Internal Seminar)
2021
Belfast/Virtual (RES Annual Conference)
Zurich (Internal Seminar)
Grenoble (Internal Seminar)
2020
Yale/Virtual (1st Conference on ZI Agents)
2020
Yale/Virtual (1st Conference on ZI Agents)
2020
Yale/Virtual (1st Conference on ZI Agents)
Teaching
Over the years, I’ve lectured and TA’d for a number of different courses in a number of different fields, and been involved in the supervision of students. I really enjoy teaching and interacting with students.
Wise words of a mentor:
"Teaching is how we can make
a real impact for the future."
Controversies in Game Theory
Teaching Assistant and Guest Lecturer
Show course overview
This course provides an in-depth introduction to issues in game theory motivated by real-world issues related to the tensions that may result from interactions in groups, where individual and collective interests may conflict. The course integrates theory from various disciplines.
Markets and Norms
Teaching Assistant and Guest Lecturer
Show course overview
This course introduces market theories and introduces aspects of social norms that are relevant in market interactions. Game theory and other tools from economics and sociology are used for the analysis.
Introduction to Game Theory
Teaching Assistant
Show course overview
This course introduces the foundations of game theory with a focus on its basic mathematical principles. It treats models of social interaction, conflict and cooperation, the origin of cooperation, and concepts of strategic decision making behavior. Examples, applications, theory, and the contrast between theory and empirical results are particularly emphasized.
Computational Social Science
Guest Lecturer
Show course overview
The seminar aims at three-fold integration: (1) bringing modelling and computer simulation of techno-socio-economic processes and phenomena together with related empirical, experimental, and data-driven work, (2) combining perspectives of different scientific disciplines (e.g. sociology, computer science, physics, complexity science, engineering), (3) bridging between fundamental and applied work.
Geometry and Linear Algebra
Teaching Assistant and Study Center Supervisor
xx
Teaching
Over the years, I’ve lectured and TA’d for a number of different courses in a number of different fields, and been involved in the supervision of students. I really enjoy teaching and interacting with students.
Wise words of a mentor:
"Teaching is how we can make
a real impact for the future."
Controversies in Game Theory
Teaching Assistant and Guest Lecturer
Show course overview
This course provides an in-depth introduction to issues in game theory motivated by real-world issues related to the tensions that may result from interactions in groups, where individual and collective interests may conflict. The course integrates theory from various disciplines.
Markets and Norms
Teaching Assistant and Guest Lecturer
Show course overview
This course introduces market theories and introduces aspects of social norms that are relevant in market interactions. Game theory and other tools from economics and sociology are used for the analysis.
Introduction to Game Theory
Teaching Assistant
Show course overview
This course introduces the foundations of game theory with a focus on its basic mathematical principles. It treats models of social interaction, conflict and cooperation, the origin of cooperation, and concepts of strategic decision making behavior. Examples, applications, theory, and the contrast between theory and empirical results are particularly emphasized.
Computational Social Science
Guest Lecturer
Show course overview
The seminar aims at three-fold integration: (1) bringing modelling and computer simulation of techno-socio-economic processes and phenomena together with related empirical, experimental, and data-driven work, (2) combining perspectives of different scientific disciplines (e.g. sociology, computer science, physics, complexity science, engineering), (3) bridging between fundamental and applied work.
Geometry and Linear Algebra
Teaching Assistant and Study Center Supervisor
xx
Teaching
Over the years, I’ve lectured and TA’d for a number of different courses in a number of different fields, and been involved in the supervision of students. I really enjoy teaching and interacting with students.
Wise words of a mentor:
"Teaching is how we can make
a real impact for the future."
Controversies in Game Theory
Teaching Assistant and Guest Lecturer
Show course overview
This course provides an in-depth introduction to issues in game theory motivated by real-world issues related to the tensions that may result from interactions in groups, where individual and collective interests may conflict. The course integrates theory from various disciplines.
Markets and Norms
Teaching Assistant and Guest Lecturer
Show course overview
This course introduces market theories and introduces aspects of social norms that are relevant in market interactions. Game theory and other tools from economics and sociology are used for the analysis.
Introduction to Game Theory
Teaching Assistant
Show course overview
This course introduces the foundations of game theory with a focus on its basic mathematical principles. It treats models of social interaction, conflict and cooperation, the origin of cooperation, and concepts of strategic decision making behavior. Examples, applications, theory, and the contrast between theory and empirical results are particularly emphasized.
Computational Social Science
Guest Lecturer
Show course overview
The seminar aims at three-fold integration: (1) bringing modelling and computer simulation of techno-socio-economic processes and phenomena together with related empirical, experimental, and data-driven work, (2) combining perspectives of different scientific disciplines (e.g. sociology, computer science, physics, complexity science, engineering), (3) bridging between fundamental and applied work.
Geometry and Linear Algebra
Teaching Assistant and Study Center Supervisor
xx
Consulting
I’ve applied my research on market design as a consultant (sometimes voluntary, sometimes paid) for a number of different companies.