Alfred Galichon

NYU, Department of Economics and Courant Institute

Professor of Economics and of Mathematics

269 Mercer Street, 7th Floor

New York, NY 10011

United States

  • NYU, Department of Economics and Courant Institute

SCHOLARLY PAPERS

43

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318

Scholarly Papers (43)

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1.

Cupid’s Invisible Hand: Social Surplus and Identification in Matching Models

Number of pages: 88 Posted: 09 Apr 2011 Last Revised: 19 May 2020
Alfred Galichon and Bernard Salanie
NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 1,799 (20,873)
Citation 60

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2.

Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility

Downloads 1,450 (1,286,713)
Citation 6

Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility

Number of pages: 63 Posted: 10 Dec 2014 Last Revised: 24 Jul 2018
Alfred Galichon, Scott Duke Kominers and Simon Weber
NYU, Department of Economics and Courant Institute, Harvard University and University of York - Department of Economics and Related Studies
Downloads 1,442 (32,972)

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Sorting, Matching, Marriage Market, Intrahousehold Allocation, Imperfectly Transferable Utility

Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility

CEPR Discussion Paper No. DP12455
Number of pages: 61 Posted: 01 Dec 2017
Alfred Galichon, Scott Duke Kominers and Simon Weber
NYU, Department of Economics and Courant Institute, Harvard University and University of York - Department of Economics and Related Studies
Downloads 8 (1,338,664)
Citation 6
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Imperfectly Transferable Utility, Intrahousehold Allocation, Marriage Market, Matching, sorting

3.

Set Identification in Models with Multiple Equilibria

Review of Economic Studies, Vol. 78, No. 4, pp. 1264-1298, 2011
Number of pages: 46 Posted: 20 May 2008 Last Revised: 04 Nov 2011
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 948 (53,400)
Citation 6

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multiple equilibria, optimal transportation, identification regions, core determining classes

4.

Aggregate Stable Matching with Money Burning

Downloads 910 (56,508)
Citation 4

Aggregate Stable Matching with Money Burning

Number of pages: 40 Posted: 20 Dec 2016 Last Revised: 30 Oct 2020
Alfred Galichon and Yu-Wei Hsieh
NYU, Department of Economics and Courant Institute and Amazon
Downloads 663 (84,743)
Citation 1

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two-sided matching; non-transferable utility matching; rationing by waiting; non-price rationing; aggregate matching; matching function; disequilibrium; discrete choice; optimal transport

A Theory of Decentralized Matching Markets without Transfers, with an Application to Surge Pricing

USC-INET Research Paper No. 17-03
Number of pages: 38 Posted: 31 Jan 2017
Alfred Galichon and Yu-Wei Hsieh
NYU, Department of Economics and Courant Institute and Amazon
Downloads 247 (264,793)
Citation 3

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Two-sided matching, non-transferable utility matching, rationing by waiting, non-price rationing, disequilibrium, surge pricing, discrete choice

5.

The Roommate Problem Is More Stable than You Think

Downloads 896 (57,738)
Citation 9

The Roommate Problem Is More Stable than You Think

Number of pages: 28 Posted: 25 Jan 2012 Last Revised: 06 Aug 2012
Pierre-Andre Chiappori, Alfred Galichon and Bernard Salanie
Columbia University - Graduate School of Arts and Sciences, Department of Economics, NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 454 (136,114)
Citation 9

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matching, roommate problem, stability

The Roommate Problem is More Stable than You Think

CESifo Working Paper Series No. 4676
Number of pages: 30 Posted: 20 Mar 2014
Pierre-Andre Chiappori, Alfred Galichon and Bernard Salanie
Columbia University - Graduate School of Arts and Sciences, Department of Economics, NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 442 (140,498)

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6.

Ex-Ante vs. Ex-Post Efficiency in Matching

Number of pages: 18 Posted: 23 May 2011 Last Revised: 25 Jan 2012
Alfred Galichon
NYU, Department of Economics and Courant Institute
Downloads 856 (61,466)

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matching, optimal assignments, indivisible allocations, revealed preferences, Afriat's theorem

7.

Yogurts Choose Consumers? Estimation of Random Utility Models via Two-Sided Matching

Number of pages: 55 Posted: 09 Mar 2017 Last Revised: 10 Jun 2021
Odran Bonnet, Alfred Galichon, Yu-Wei Hsieh, Keith O'Hara and Matthew Shum
Institut d'Etudes Politiques de Paris (Sciences Po), NYU, Department of Economics and Courant Institute, Amazon, New York University (NYU) and California Institute of Technology (Caltech)
Downloads 758 (72,355)
Citation 4

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random utility models, demand inversion, two-sided matching, discrete choice demand models, partial identification, pure characteristics model

8.

Taxation in Matching Markets

Downloads 647 (88,639)
Citation 3

Taxation in Matching Markets

International Economic Review
Number of pages: 65 Posted: 30 Oct 2017 Last Revised: 13 Feb 2021
Arnaud Dupuy, Alfred Galichon, Sonia Jaffe and Scott Duke Kominers
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute, Microsoft Research and Harvard University
Downloads 540 (110,091)

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matching markets, taxation, labor markets

Taxation in Matching Markets

IZA Discussion Paper No. 13328
Number of pages: 61 Posted: 09 Jun 2020 Last Revised: 18 Nov 2021
Arnaud Dupuy, Alfred Galichon, Sonia Jaffe and Scott Duke Kominers
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute, Microsoft Research and Harvard University
Downloads 107 (552,003)
Citation 3

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matching, taxation

9.

Like Attract Like? A Structural Comparison of Homogamy Across Same-Sex and Different-Sex Households

Number of pages: 48 Posted: 27 Nov 2014 Last Revised: 24 Sep 2018
Edoardo Ciscato, Alfred Galichon and Marion Gousse
Institut d'Etudes Politiques de Paris (Sciences Po), Department of Economics, Students, NYU, Department of Economics and Courant Institute and Université Laval
Downloads 630 (91,757)
Citation 6

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sorting, matching, marriage market, homogamy, same-sex households, roommate problem

10.

Matching with Trade-Offs: Revealed Preferences Over Competing Characteristics

Downloads 627 (92,281)
Citation 27

Matching with Trade-Offs: Revealed Preferences Over Competing Characteristics

Number of pages: 66 Posted: 14 Oct 2009 Last Revised: 24 Mar 2010
Alfred Galichon and Bernard Salanie
NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 619 (92,536)
Citation 27

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Matching, Marriage, Assignment

Matching with Trade-Offs: Revealed Preferences Over Competing Characteristics

CEPR Discussion Paper No. DP7858
Number of pages: 68 Posted: 19 Jul 2010
Alfred Galichon and Bernard Salanie
NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 8 (1,338,664)
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assignment, marriage, matching

11.

Personality Traits and the Marriage Market

IZA Discussion Paper No. 6943
Number of pages: 43 Posted: 27 Oct 2012 Last Revised: 18 Nov 2021
Arnaud Dupuy and Alfred Galichon
Centre de Recherche en Économie Appliquée (CREA) and NYU, Department of Economics and Courant Institute
Downloads 605 (96,564)
Citation 50

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continuous logit, multidimensional sorting, marriage market, saliency analysis, personality traits

12.

Single Market Nonparametric Identification of Multi-Attribute Hedonic Equilibrium Models

Number of pages: 28 Posted: 09 Feb 2014 Last Revised: 27 Jan 2015
Victor Chernozhukov, Alfred Galichon, Marc Henry and Brendan Pass
Massachusetts Institute of Technology (MIT) - Department of Economics, NYU, Department of Economics and Courant Institute, Pennsylvania State University and University of Alberta - Department of Mathematical and Statistical Sciences
Downloads 585 (100,864)
Citation 4

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Hedonic equilibrium, nonparametric identification, multidimensional unobserved heterogeneity, optimal transport

13.

Comonotonic Measures of Multivariate Risks

Mathematical Finance, Forthcoming
Number of pages: 33 Posted: 02 Apr 2008 Last Revised: 07 Mar 2011
Ivar Ekeland, Alfred Galichon and Marc Henry
University of British Columbia (UBC) - Faculty of Education, NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 566 (105,076)
Citation 5

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regular risk measures, coherent risk

14.

Inference in Incomplete Models

Number of pages: 49 Posted: 28 Feb 2006
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 538 (112,044)
Citation 28

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partial identification, specification test, random correspondences, selections, plausibility constraint, Monge-Kantorovich mass transportation problem, Kolmogorov-Smirnov test for capacities

15.

The VAR at Risk

International Journal on Theoretical and Applied Finance, Vol. 13, No. 4, pp. 503-506
Number of pages: 4 Posted: 22 Oct 2008 Last Revised: 09 Apr 2011
Alfred Galichon
NYU, Department of Economics and Courant Institute
Downloads 521 (116,537)
Citation 1

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Value-at-Risk, structure of the firm, capital allocation rule, comonotonicity

16.

Local Utility and Multivariate Risk Aversion

Downloads 512 (119,109)

Local Utility and Multivariate Risk Aversion

Number of pages: 23 Posted: 10 Jan 2012 Last Revised: 17 Jan 2015
Arthur Charpentier, Alfred Galichon and Marc Henry
National Institute of Statistics and Economic Studies (INSEE) - National School for Statistical and Economic Administration (ENSAE), NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 361 (177,016)

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local utility, multivariate risk aversion, multivariate rank dependent utility, pessimism, multivariate Bickel-Lehmann dispersion

Local Utility and Multivariate Risk Aversion

CIRANO - Scientific Publications 2012s-17
Number of pages: 22 Posted: 18 Jul 2012 Last Revised: 26 Feb 2014
Arthur Charpentier, Alfred Galichon and Marc Henry
National Institute of Statistics and Economic Studies (INSEE) - National School for Statistical and Economic Administration (ENSAE), NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 151 (418,726)

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local utility, multivariate risk aversion, multivariate rank dependent utility, pessimism, multivariate Bickel-Lehmann dispersion

17.

Dual Theory of Choice Under Multivariate Risks

Journal of Economic Theory, Forthcoming
Number of pages: 22 Posted: 29 Apr 2008 Last Revised: 07 Oct 2011
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 483 (127,739)
Citation 1

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risk, non-expected utility theory, comonotonicity, optimal transportation

18.

A Note on the Estimation of Job Amenities and Labor Productivity

Downloads 476 (129,930)
Citation 1

A Note on the Estimation of Job Amenities and Labor Productivity

Number of pages: 26 Posted: 20 Jul 2017
Arnaud Dupuy and Alfred Galichon
Centre de Recherche en Économie Appliquée (CREA) and NYU, Department of Economics and Courant Institute
Downloads 387 (163,761)
Citation 1

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Matching, Observed transfers, Structural estimation, Value of job amenities, Value of productivity

A Note on the Estimation of Job Amenities and Labor Productivity

IZA Discussion Paper No. 10900
Number of pages: 28 Posted: 31 Aug 2017 Last Revised: 19 May 2022
Arnaud Dupuy and Alfred Galichon
Centre de Recherche en Économie Appliquée (CREA) and NYU, Department of Economics and Courant Institute
Downloads 89 (626,847)

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value of job amenities, structural estimation, observed transfers, matching, value of productivity

19.

Dilation Bootstrap

Journal of Econometrics, Vol. 177, No. 1, 2013
Number of pages: 34 Posted: 04 Oct 2006 Last Revised: 27 Nov 2013
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 428 (147,473)
Citation 1

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Partial identification, dilation bootstrap, quantile process, optimal matching

20.

The Housing Problem and Revealed Preference Theory: Duality and an Application

Number of pages: 20 Posted: 05 Dec 2010 Last Revised: 30 Jan 2012
Ivar Ekeland and Alfred Galichon
University of British Columbia (UBC) - Faculty of Education and NYU, Department of Economics and Courant Institute
Downloads 366 (175,984)
Citation 2

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Revealed Preferences, Afriat’s Theorem, Optimal Assignments, Indivisible Allocations

21.

Matching in Closed-Form: Equilibrium, Identification, and Comparative Statics

Number of pages: 30 Posted: 16 Oct 2014 Last Revised: 12 Apr 2016
Raicho Bojilov and Alfred Galichon
Pontificia Universidad Católica de Chile - School of Business and NYU, Department of Economics and Courant Institute
Downloads 354 (182,616)
Citation 1

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matching, marriage, assignment

22.

A Stochastic Control Approach to No-Arbitrage Bounds Given Marginals, with an Application to Lookback Options

Number of pages: 25 Posted: 22 Sep 2011 Last Revised: 20 Feb 2013
Alfred Galichon, Pierre Henry-Labordere and Nizar Touzi
NYU, Department of Economics and Courant Institute, Qube Research & Technologies and École Polytechnique, Paris
Downloads 334 (194,427)
Citation 10

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Optimal control, volatility uncertainty, convex duality

23.

Extreme Dependence for Multivariate Data

Number of pages: 23 Posted: 27 Dec 2010 Last Revised: 08 Apr 2013
Damien Bosc and Alfred Galichon
École Polytechnique, Paris - Department of Economic Sciences and NYU, Department of Economics and Courant Institute
Downloads 328 (198,305)

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multivariate dependence, extreme dependence, multivariate stress tests

24.

Estimating Matching Affinity Matrix Under Low-Rank Constraints

Downloads 306 (213,734)
Citation 3

Estimating Matching Affinity Matrix Under Low-Rank Constraints

IZA Discussion Paper No. 10449
Number of pages: 31 Posted: 10 Jan 2017 Last Revised: 18 Nov 2021
Arnaud Dupuy, Alfred Galichon and Yifei Sun
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute and New York University (NYU) - Courant Institute of Mathematical Sciences
Downloads 170 (377,679)
Citation 2

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inverse optimal transport, rank-constrained estimation, bipartite matching, marriage market

Estimating Matching Affinity Matrix under Low-Rank Constraints

Number of pages: 29 Posted: 27 Dec 2016 Last Revised: 31 Dec 2016
Arnaud Dupuy, Alfred Galichon and Yifei Sun
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute and New York University (NYU) - Courant Institute of Mathematical Sciences
Downloads 136 (456,411)
Citation 1

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Inverse Optimal Transport; Rank-Constrained Estimation; Bipartite Matching; Marriage Market

25.

A Test of Non-Identifying Restrictions and Confidence Regions for Partially Identified Parameters

Journal of Econometrics, Vol. 152, No. 2, 2009
Number of pages: 31 Posted: 22 Apr 2008 Last Revised: 07 Mar 2011
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 305 (214,474)
Citation 6

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partial identification, mass transportation, specification test

26.

Duality in Dynamic Discrete Choice Models

Number of pages: 42 Posted: 09 Dec 2015
Khai Chiong, Alfred Galichon and Matthew Shum
University of Texas at Dallas - Naveen Jindal School of Management, NYU, Department of Economics and Courant Institute and California Institute of Technology (Caltech)
Downloads 297 (220,618)
Citation 14

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27.

Rearranging Edgeworth-Cornish-Fisher Expansions

Economic Theory, Vol. 42, No. 2, pp. 419-435, 2010, MIT Department of Economics Working Paper No. 07-20
Number of pages: 23 Posted: 15 Aug 2007 Last Revised: 09 Apr 2011
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 275 (239,129)
Citation 1

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Edgeworth expansion, Cornish-Fisher expansion, rearrangement

28.

A Survey of Some Recent Applications of Optimal Transport Methods to Econometrics

Number of pages: 15 Posted: 23 Dec 2016
Alfred Galichon
NYU, Department of Economics and Courant Institute
Downloads 267 (246,385)
Citation 2

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optimal transport, matching, quantile methods, discrete choice, convex analysis

29.

Entropy Methods for Identifying Hedonic Models

Downloads 237 (277,477)

Entropy Methods for Identifying Hedonic Models

IZA Discussion Paper No. 8178
Number of pages: 20 Posted: 24 May 2014 Last Revised: 18 Nov 2021
Arnaud Dupuy, Alfred Galichon and Marc Henry
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 160 (398,428)

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hedonic models, entropic methods, identification

Entropy Methods for Identifying Hedonic Models

Luxembourg Institute of Socio-Economic Research (LISER) Working Paper Series 2014-07
Number of pages: 20 Posted: 08 Jun 2015
Arnaud Dupuy, Alfred Galichon and Marc Henry
Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 77 (684,746)

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Hedonic models, Entropic methods, Identification

30.

The Econometrics and Some Properties of Separable Matching Models

Number of pages: 10 Posted: 09 Nov 2017
Alfred Galichon and Bernard Salanie
NYU, Department of Economics and Courant Institute and Columbia University - Graduate School of Arts and Sciences - Department of Economics
Downloads 236 (278,612)
Citation 4

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sorting, matching, marriage market, gross substitutes

31.

Ordinal and Cardinal Solution Concepts for Two-Sided Matching

Number of pages: 29 Posted: 06 Apr 2013 Last Revised: 25 Jul 2014
Federico Echenique and Alfred Galichon
California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and NYU, Department of Economics and Courant Institute
Downloads 231 (284,618)

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matching, stability, efficiency

32.

Quantile and Probability Curves without Crossing

Econometrica, Vol. 78, No. 3, pp. 1093-1125, May 2010, MIT Department of Economics, Research Paper No. 07-15
Number of pages: 37 Posted: 30 Apr 2007 Last Revised: 09 Apr 2011
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 221 (296,955)
Citation 39

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Quantile regression, Monotonicity, Rearrangement, Approximation, Functional Delta Method, Hadamard Differentiability of Rearrangement Operators

33.

Universal Power of Kolmogorov-Smirnov Tests of Under-Identifying Restrictions

Number of pages: 14 Posted: 22 Apr 2008
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 192 (338,905)
Citation 3

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Random correspondence, minimax theorem, specification test, total variation

34.

Matching Function Equilibria with Partial Assignment: Existence, Uniqueness and Estimation

Number of pages: 52 Posted: 03 Jun 2019 Last Revised: 03 Feb 2021
Liang Chen, Eugene Siang Yew Choo, Alfred Galichon and Simon Weber
Wuhan University, University of Toronto - Department of Economics, NYU, Department of Economics and Courant Institute and University of York - Department of Economics and Related Studies
Downloads 183 (354,287)
Citation 3

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matching function, maximum likelihood estimation, counterfactuals, matching, transferable utility, imperfectly transferable utility

35.

Canonical Correlation and Assortative Matching: A Remark

IZA Discussion Paper No. 6942
Number of pages: 11 Posted: 27 Oct 2012 Last Revised: 20 Apr 2023
Arnaud Dupuy and Alfred Galichon
Centre de Recherche en Économie Appliquée (CREA) and NYU, Department of Economics and Courant Institute
Downloads 176 (366,641)
Citation 2

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assortative matching, assignment, marriage, matching, canonical correlation

36.

Improving Point and Interval Estimates of Monotone Functions by Rearrangement

MIT Department of Economics Working Paper No. 08-13
Number of pages: 31 Posted: 16 Jul 2008
Victor Chernozhukov, Iván Fernández‐Val and Alfred Galichon
Massachusetts Institute of Technology (MIT) - Department of Economics, Boston University - Department of Economics and NYU, Department of Economics and Courant Institute
Downloads 172 (374,229)
Citation 11

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Monotone function, improved estimation, improved inference, multivariate rearrangement, univariate rearrangement, Lorentz inequalities, growth chart, quantile regression, mean regression, series, locally linear, kernel methods

37.

A Hedonic Model with Rationing by Waiting

Number of pages: 13 Posted: 12 Feb 2021
Alfred Galichon and Yu-Wei Hsieh
NYU, Department of Economics and Courant Institute and Amazon
Downloads 156 (407,183)

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hedonic models, rationing by waiting, price rigidity, queue, discrete choice, non-transferable utility

38.

Electricity Generation Technologies Systematic Risk

Number of pages: 26 Posted: 20 Nov 2013
René Aïd, Benjamin Favetto and Alfred Galichon
Université Paris-Dauphine, Finance for Energy Market Research Centre and NYU, Department of Economics and Courant Institute
Downloads 124 (490,017)

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systematic risk, cost of capital, electricity generation, capm.

39.

Optimal Transportation and the Falsifiability of Incompletely Specified Economic Models. Part I: Parametric Restrictions on Latent Variables

Number of pages: 19 Posted: 22 Apr 2008
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 121 (499,418)

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40.

Identification of Matching Complementarities: A Geometric Viewpoint

Advances in Econometrics, vol. 31: Structural Econometric Models, edited by E. Choo and M. Shum.
Number of pages: 11 Posted: 07 Jul 2016
Alfred Galichon
NYU, Department of Economics and Courant Institute
Downloads 91 (611,191)

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41.

Canonical Correlation and Assortative Matching: A Remark

Luxembourg Institute of Socio-Economic Research (LISER) Working Paper Series 2014-10
Number of pages: 16 Posted: 08 Jun 2015
Arnaud Dupuy and Alfred Galichon
Centre de Recherche en Économie Appliquée (CREA) and NYU, Department of Economics and Courant Institute
Downloads 85 (637,479)

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matching, marriage, assignment, assortative matching, canonical correlation.

42.

Sista: Learning Optimal Transport Costs Under Sparsity Constraints

IZA Discussion Paper No. 14397
Number of pages: 20 Posted: 02 Jun 2021 Last Revised: 18 Nov 2021
Guillaume Carlier, Arnaud Dupuy, Alfred Galichon and Yifei Sun
Université Paris Dauphine, Centre de Recherche en Économie Appliquée (CREA), NYU, Department of Economics and Courant Institute and New York University (NYU) - Courant Institute of Mathematical Sciences
Downloads 77 (675,092)
Citation 1

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coordinate descent, inverse optimal transport, ISTA

43.

Optimal Transport Methods in Economics

Posted: 09 Dec 2015
Alfred Galichon
NYU, Department of Economics and Courant Institute

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Optimal Transport, Monge-Kantorovich theory, Linear Programming, Matching models

Other Papers (1)

Total Downloads: 108
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1.

Ambiguite, identification partielle et politique environnementale

Number of pages: 12 Posted: 12 May 2012
Alfred Galichon and Marc Henry
NYU, Department of Economics and Courant Institute and Pennsylvania State University
Downloads 108

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Decision en environnement incertain, identification partielle, fonction de croyance, pollution, rechauffement climatique, taux d'escompte, valorisation des biens environnementaux