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Koji Yokote

Publications and source records attributed to Koji Yokote.

5 recordsLinked to original sources

Constrained optimal transport with applications to large matching markets

We establish a variant of Monge--Kantorovich duality for matching problems with a continuum of agents, a finite set of alternatives, and general linear constraints. Under primal feasibility alone, both the primal and dual problems attain their optimal values, and the values coincide. We develop two applications. First, in a large market with indivisible goods, equilibrium prices are characterized as minimizers of a finite-dimensional convex potential function, and a t{â}tonnement-style subgradient process converges to equilibrium prices even in the presence of complementarities. Second, in a transferable-utility matching market with couples, where the core may be empty in finite markets, dual optimizers support a nonempty core in the continuum economy. These results extend optimal-transport methods to a broader class of constrained large matching markets.

econ.TH

A Note on Assortativeness Measures

Chiappori et al. (2025) study several indices of assortativeness in matching, including the aggregate likelihood ratio and the odds ratio. We provide a counterexample showing that their axiomatization of the aggregate likelihood ratio is not valid as stated. We identify the exact class of indices characterized by the axioms in Chiappori et al. (2025). We then show that the axiomatization of the aggregate likelihood ratio can be recovered by adding new axioms. In addition, we point out errors in the axiomatizations of other measures in Chiappori et al. (2025). Finally, we offer a generalization of the odds ratio from two-type markets to multi-type markets.

econ.TH

Market Design with Distributional Objectives

We provide optimal solutions to an institution that has distributional objectives when choosing from a set of applications based on merit (or priority). For example, in college admissions, administrators may want to admit a diverse class in addition to choosing students with the highest qualifications. We provide a family of choice rules that maximize merit subject to attaining a level of the distributional objective. We study the desirable properties of choice rules in this family and use them to find all subsets of applications on the Pareto frontier of the distributional objective and merit. In addition, we provide two novel characterizations of matroids.

econ.TH

A Note on Ordinally Concave Functions

The notion of ordinal concavity of utility functions has recently been considered by Hafalir, Kojima, Yenmez, and Yokote in economics while there exist earlier related works in discrete optimization and operations research. In the present note we consider functions satisfying ordinal concavity and introduce a weaker notion of ordinal weak-concavity as well. We also investigate useful behaviors of ordinally (weak-)concave functions and related choice correspondences, show a characterization of ordinally weak-concave functions, and give an efficient algorithm for maximizing ordinally concave functions. We further examine a duality in ordinally (weak-)concave functions and introduce the lexicographic composition of ordinally weak-concave functions.

math.CO

Rationalizing Path-Independent Choice Rules

Path independence is arguably one of the most important choice rule properties in economic theory. We show that a choice rule is path independent if and only if it is rationalizable by a utility function satisfying ordinal concavity, a concept closely related to concavity notions in discrete mathematics. We also provide a rationalization result for choice rules that satisfy path independence and the law of aggregate demand.

econ.TH