Ivan Fernandez-Val

Selected Publications

Conditional quantile processes based on series or many regressors

Quantile regression (QR) is a principal regression method for analyzing the impact of covariates on outcomes. […]

Alexandre Belloni, Victor Chernozhukov, Ivan Fernandez-Val
27 May 2011 | CWP19/11

Latest version

Conditional quantile processes based on series or many regressors
Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov, Ivan Fernandez-Val
30 August 2016 | CWP46/16
Quantile and average effects in nonseparable panel models

This paper gives identification and estimation results for quantile and average effects in nonseparable panel models, […]

Victor Chernozhukov, Ivan Fernandez-Val, Whitney K. Newey
9 October 2009 | CWP29/09
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
Identification and estimation of marginal effects in nonlinear panel models

This paper gives identification and estimation results for marginal effects in nonlinear panel models. We find […]

Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn, Whitney K. Newey
2 March 2009 | CWP05/09

Latest version

Average and quantile effects in nonseparable panel models
Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn, Whitney K. Newey
31 March 2013 | Journal Article

Previous version

Identification and estimation of marginal effects in nonlinear panel models
Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn, Whitney K. Newey
23 September 2008 | CWP25/08
Identification and estimation of marginal effects in nonlinear panel models

This paper gives identification and estimation results for marginal effects in nonlinear panel models. We find […]

Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn, Whitney K. Newey
23 September 2008 | CWP25/08

Latest version

Identification and estimation of marginal effects in nonlinear panel models
Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn, Whitney K. Newey
2 March 2009 | CWP05/09
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
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
14 August 2007 | CWP19/07

Latest version

Rearranging Edgeworth-Cornish-Fisher expansions
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
1 February 2010 | Journal Article
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
30 April 2007 | CWP09/07

Latest version

Improving estimates of monotone functions by rearrangement
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
1 September 2009 | Journal Article
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
30 April 2007 | CWP10/07

Latest version

Quantile and probability curves without crossing
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
31 May 2010 | Journal Article
Bias corrections for two-step fixed effects panel data estimators

This paper introduces bias-corrected estimators for nonlinear panel data models with both time invariant and time […]

Ivan Fernandez-Val, Francis Vella
27 February 2007 | CWP04/07

Latest version

Bias corrections for two-step fixed effects panel data estimators
Ivan Fernandez-Val, Francis Vella
30 August 2011 | Journal Article