Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Pareto-Optimal Peer-to-Peer Risk Sharing with Robust Distortion Risk Measures

We study Pareto optimality in a decentralized peer-to-peer risk-sharing market where agents’ preferences are represented by robust distortion risk measures that are not necessarily convex. We obtain a characterization of Pareto-optimal allocations of the aggregate risk in the market, and we show tha

Holy Grail Math 8 Rigor 6 ·  September 8, 2024

Multiarmed Bandits Problem Under the Mean-Variance Setting

The classical multi-armed bandit (MAB) problem involves a learner and a collection of K independent arms, each with its own ex ante unknown independent reward distribution. At each one of a finite number of rounds, the learner selects one arm and receives new information. The learner often faces an

Holy Grail Math 7.5 Rigor 5 ·  December 18, 2022

Implementability in Insurance Markets with Adverse Selection

We consider an insurance market with hidden information, where the agent’s type is private information and is drawn from an arbitrary type space. We study implementability of a collection of retention functions, namely, how to select premium schedules so that the resulting menu of contracts is incen

Lab Rats Math 8.5 Rigor 3 ·  October 7, 2026

Efficiency in Pure-Exchange Economies with Risk-Averse Monetary Utilities

We study Pareto efficiency in a pure-exchange economy where agents’ preferences are represented by risk-averse monetary utilities. These coincide with law-invariant monetary utilities, and they can be shown to correspond to the class of monotone, (quasi-)concave, Schur concave, and translation-invar

Lab Rats Math 8.5 Rigor 2 ·  June 4, 2024

Dynamic Pareto Optima in Multi-Period Pure-Exchange Economies

We study a problem of optimal allocation in a discrete-time multi-period pure-exchange economy, where agents have preferences over stochastic endowment processes that are represented by strongly time-consistent dynamic risk measures. We introduce the notion of dynamic Pareto-optimal allocation proce

Lab Rats Math 8.5 Rigor 1.5 ·  March 19, 2026

Incentive Pareto Efficiency in Monopoly Insurance Markets with Adverse Selection

We study a monopolistic insurance market with hidden information, where the agent’s type $θ$ is private information that is unobservable to the insurer, and it is drawn from a continuum of types. The hidden type affects both the loss distribution and the risk attitude of the agent. Within this frame

Lab Rats Math 8.5 Rigor 1.5 ·  February 10, 2026

Subgame Perfect Nash Equilibria in Large Reinsurance Markets

We consider a model of a reinsurance market consisting of multiple insurers on the demand side and multiple reinsurers on the supply side, thereby providing a unifying framework and extension of the recent literature on optimality and equilibria in reinsurance markets. Each insurer has preferences r

Lab Rats Math 8.5 Rigor 1.5 ·  June 8, 2025

Counter-monotonic Risk Sharing with Heterogeneous Distortion Risk Measures

We study risk sharing among agents with preferences modeled by heterogeneous distortion risk measures, who are not necessarily risk averse. Pareto optimality for agents using risk measures is often studied through the lens of inf-convolutions, because allocations that attain the inf-convolution are

Lab Rats Math 8.5 Rigor 1.5 ·  December 1, 2024

Counter-monotonic risk allocations and distortion risk measures

In risk-sharing markets with aggregate uncertainty, characterizing Pareto-optimal allocations when agents might not be risk averse is a challenging task, and the literature has only provided limited explicit results thus far. In particular, Pareto optima in such a setting may not necessarily be como

Lab Rats Math 8.5 Rigor 1.5 ·  July 22, 2024

Betting under Common Beliefs: The Effect of Probability Weighting

This paper examines the impact of introducing a Rank-Dependent Utility (RDU) agent into a von Neumann-Morgenstern (vNM) pure-exchange economy with no aggregate uncertainty. In the absence of the RDU agent, the classical theory predicts that Pareto-optimal allocations are full-insurance, or no-bettin

Lab Rats Math 8 Rigor 1.5 ·  February 27, 2026

Stackelberg Equilibria in Monopoly Insurance Markets with Probability Weighting

We study Stackelberg Equilibria (Bowley optima) in a monopolistic centralized sequential-move insurance market, with a profit-maximizing insurer who sets premia using a distortion premium principle, and a single policyholder who seeks to minimize a distortion risk measure. We show that equilibria ar

Lab Rats Math 8 Rigor 1.5 ·  February 18, 2026

Allocation Mechanisms in Decentralized Exchange Markets with Frictions

The classical theory of efficient allocations of an aggregate endowment in a pure-exchange economy has hitherto primarily focused on the Pareto-efficiency of allocations, under the implicit assumption that transfers between agents are frictionless, and hence costless to the economy. In this paper, w

Lab Rats Math 8 Rigor 1.5 ·  April 16, 2024

Optimal allocations with distortion risk measures and mixed risk attitudes

We study Pareto-optimal risk sharing in economies with heterogeneous attitudes toward risk, where agents’ preferences are modeled by distortion risk measures. Building on comonotonic and counter-monotonic improvement results, we show that agents with similar attitudes optimally share risks comonoton

Lab Rats Math 8.5 Rigor 1 ·  October 21, 2025

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