Blaise Melly

Selected Publications

Counterfactual analysis in R: a vignette

The R package Counterfactual implements the estimation and inference methods of Chernozhukov et al. (2013) for […]

Mingli Chen, Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
30 December 2017 | CWP64/17
Generic inference on quantile and quantile effect functions for discrete outcomes

This paper provides a method to construct simultaneous confidence bands for quantile and quantile effect functions […]

Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly, Kaspar Wüthrich
19 May 2017 | CWP23/17
Generic inference on quantile and quantile effect functions for discrete outcomes

This paper provides a method to construct simultaneous confidence bands for quantile and quantile eff ect […]

Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly, Kaspar Wüthrich
25 August 2016 | CWP35/16
Inference on counterfactual distributions

Counterfactual distributions are important ingredients for policy analysis and de-composition analysis in empirical economics. In this […]

Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
13 May 2013 | CWP17/13

Latest version

Inference on counterfactual distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
1 November 2010 | Journal Article

Previous version

Inference on counterfactual distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
13 February 2012 | CWP05/12
Inference on counterfactual distributions

We develop inference procedures for policy analysis based on regression methods. We consider policy interventions that […]

Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
13 February 2012 | CWP05/12

Latest version

Inference on counterfactual distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
13 May 2013 | CWP17/13

Previous version

Inference on counterfactual distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
7 May 2009 | CWP09/09
Inference on counterfactual distributions

In this paper we develop procedures for performing inference in regression models about how potential policy […]

Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
7 May 2009 | CWP09/09

Latest version

Inference on counterfactual distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
13 May 2013 | CWP17/13
Unconditional quantile treatment effects under endogeneity

This paper develops IV estimators for unconditional quantile treatment effects (QTE) when the treatment selection is […]

Markus Frölich, Blaise Melly
20 December 2007 | CWP32/07

Latest version

Unconditional quantile treatment effects under endogeneity
Frolich, Markus, Blaise Melly
16 May 2013 | Journal Article