Alfred Galichon

Selected Publications

Single market non-parametric identification of multi-attribute hedonic equilibrium models

This paper derives conditions under which preferences and technology are nonparametrically identified in hedonic equilibrium models, […]

Victor Chernozhukov, Alfred Galichon, Marc Henry, Brendan Pass
11 June 2019 | CWP27/19
Vector quantile regression: an optimal transport approach

We propose a notion of conditional vector quantile function and a vector quantile regression. A conditional […]

Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
1 June 2016 | Journal Article

Previous version

Vector quantile regression: an optimal transport approach
Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
22 September 2015 | CWP58/15
Monge-Kantorovich depth, quantiles, ranks and signs

We propose new concepts of statistical depth, multivariate quantiles, vector quantiles and ranks, ranks, and signs, […]

Victor Chernozhukov, Alfred Galichon, Marc Hallin, Marc Henry
22 September 2015 | CWP57/15

Previous version

Monge-Kantorovich depth, quantiles, ranks and signs
Victor Chernozhukov, Alfred Galichon, Marc Hallin, Marc Henry
28 January 2015 | CWP04/15
Vector quantile regression: an optimal transport approach

We propose a notion of conditional vector quantile function and a vector quantile regression. A conditional […]

Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
22 September 2015 | CWP58/15

Latest version

Vector quantile regression: an optimal transport approach
Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
1 June 2016 | Journal Article

Previous version

Vector quantile regression
Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
31 December 2014 | CWP48/14
Monge-Kantorovich depth, quantiles, ranks and signs

We propose new concepts of statistical depth, multivariate quantiles, ranks and signs, based on canonical transportation […]

Victor Chernozhukov, Alfred Galichon, Marc Hallin, Marc Henry
28 January 2015 | CWP04/15

Latest version

Monge-Kantorovich depth, quantiles, ranks and signs
Victor Chernozhukov, Alfred Galichon, Marc Hallin, Marc Henry
22 September 2015 | CWP57/15
Vector quantile regression

We propose a notion of conditional vector quantile function and a vector quantile regression. A conditional […]

Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
31 December 2014 | CWP48/14

Latest version

Vector quantile regression: an optimal transport approach
Guillaume Carlier, Victor Chernozhukov, Alfred Galichon
22 September 2015 | CWP58/15
Quantile and probability curves without crossing

The most common approach to estimating conditional quantile curves is to fit a curve, typically linear, […]

Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
31 May 2010 | Journal Article

Previous version

Quantile and probability curves without crossing
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
30 April 2007 | CWP10/07
Rearranging Edgeworth-Cornish-Fisher expansions

This paper applies a regularization procedure called increasing rearrangement to monotonize Edgeworth and Cornish-Fisher expansions and […]

Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
1 February 2010 | Journal Article

Previous version

Rearranging Edgeworth-Cornish-Fisher expansions
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
14 August 2007 | CWP19/07
Improving estimates of monotone functions by rearrangement

Suppose that a target function is monotonic, namely, weakly increasing, and an original estimate of the […]

Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
1 September 2009 | Journal Article

Previous version

Improving point and interval estimates of monotone functions by rearrangement
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
6 July 2008 | CWP17/08
Improving point and interval estimates of monotone functions by rearrangement

Suppose that a target function is monotonic, namely weakly increasing, and an original estimate of this […]

Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
6 July 2008 | CWP17/08

Latest version

Improving estimates of monotone functions by rearrangement
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
1 September 2009 | Journal Article