My Citations
Scholar Home
  Advanced Scholar Search



Scholar      Create email alertResults 1 - 30 of 30. (0.13 sec) 

User profiles for author:"Blaise Melly"

Blaise Melly

Assistant Professor of Economics, Brown University
Verified email at brown.edu
Cited by 547

Decomposition of differences in distribution using quantile regression

[PDF] from psu.edu
Full text - MIT Libraries
B Melly - Labour Economics, 2005 - Elsevier
This paper proposes a semiparametric estimator of distribution functions in the presence of
covariates. The method is based on the estimation of the conditional distribution by quantile
regression. The conditional distribution is then integrated over the range of covariates. ...
Cited by 136 - Related articles - All 15 versions

Public-private sector wage differentials in Germany: Evidence from quantile regression

[PDF] from unisg.ch
Full text - MIT Libraries
B Melly - Empirical Economics, 2005 - Springer
This paper measures and decomposes the differences in earnings distributions between
public sector and private sector employees in Germany for the years 1984–2001. Oaxaca
decomposition results suggest that conditional wages are higher in the public sector for ...
Cited by 101 - Related articles - BL Direct - All 15 versions

[PDF] Estimation of counterfactual distributions using quantile regression

[PDF] from eea-esem.com
B Melly - Review of Labor Economics, 2006 - eea-esem.com
Abstract: This paper proposes estimators of unconditional distribution functions in the
presence of covariates. The conditional distribution is estimated by (parametric or
nonparametric) quantile regression. In the parametric setting, we propose an extension of ...
Cited by 84 - Related articles - View as HTML - All 12 versions

Inference on counterfactual distributions

[PDF] from arxiv.org
V Chernozhukov, I Fernandez-Val… - MIT Department of …, 2009 - papers.ssrn.com
Abstract: In this paper we develop procedures for performing inference in regression models
about how potential policy interventions affect the entire marginal distribution of an outcome
of interest. These policy interventions consist of either changes in the distribution of ...
Cited by 47 - Related articles - Library Search - All 42 versions

Unconditional quantile treatment effects under endogeneity

[PDF] from iza.org
M Frölich, B Melly - IZA DP, 2008 - papers.ssrn.com
Abstract: This paper develops IV estimators for unconditional quantile treatment effects
(QTE) when the treatment selection is endogenous. In contrast to conditional QTE, ie the
effects conditional on a large number of covariates X, the unconditional QTE summarize ...
Cited by 36 - Related articles - All 36 versions

[PDF] Public sector pay gap in France: new evidence using panel data

[PDF] from uw.edu.pl
O Bargain, B Melly - IZA Discission Papers, 2008 - seminar.wne.uw.edu.pl
Abstract We estimate the public wage gap in France for the period 1990&2002, both at the
mean and at different quantiles of the wage distribution, for men and women separately. We
account for unobserved heterogeneity by using fixed effects estimations on panel data ...
Cited by 33 - Related articles - View as HTML - All 20 versions

[PDF] Estimation of quantile treatment effects with Stata

[PDF] from uzh.ch
Full text - MIT Libraries
M Froelich… - Stata Journal, 2010 - econ.uzh.ch
Abstract. In this article, we discuss the implementation of various estimators proposed to
estimate quantile treatment effects. We distinguish four cases involving conditional and
unconditional quantile treatment effects with either exogenous or endogenous treatment ...
Cited by 27 - Related articles - View as HTML - All 13 versions

Earnings effects of training programs

[PDF] from iza.org
M Lechner… - 2008 - papers.ssrn.com
Abstract: In an evaluation of a job-training program, the influence of the program on the
individual earnings capacity is important, because it reflects the program effect on human
capital. Estimating these effects is complicated because earnings are observed for ...
Cited by 20 - Related articles - All 28 versions

[PDF] Public and private sector wage distributions controlling for endogenous sector choice

[PDF] from uni-bonn.de
B Melly - Swiss Institute for International Economics and …, 2006 - tagung05.uni-bonn.de
Abstract: In this paper, we apply the instrumental quantile regression model of
Chernozhukov and Hansen (2005) to data from the German Socio Economic Panel to
examine the wage structure in the public and private sector. Since the original estimator ...
Cited by 18 - Related articles - View as HTML - All 16 versions

Partial identification of wage effects of training programs

M Lechner… - Brown University Economics Working Paper, 2010 - papers.ssrn.com
Abstract: In an evaluation of a job-training program, the influence of the program on the
individual wages is important, because it reflects the program effect on human capital.
Estimating these effects is complicated because we observe wages only for employed ...
Cited by 8 - Related articles - All 10 versions

Quantile treatment effects in the regression discontinuity design

[PDF] from uni-freiburg.de
M Frölich, B Melly - IZA Discussion Paper No. 3638, 2008 - papers.ssrn.com
Abstract: This paper shows nonparametric identification of quantile treatment effects (QTE) in
the regression discontinuity design (RDD) and proposes simple estimators. Quantile
treatment effects are a very helpful tool to characterize the effects of certain interventions ...
Cited by 8 - Related articles - Library Search - All 24 versions

[CITATION] Forthcoming.“Decomposition of Differences in Distribution Using Quantile Regression,”

B Melly - Labour Economics
Cited by 6 - Related articles - Get it from MIT Libraries

[CITATION] Estimation of counterfactual distributions using quantile regression

M Blaise - 2006 - mimeo
Cited by 3 - Related articles

[PDF] Applied quantile regression

[PDF] from unisg.ch
B Melly - 2006 - verdi.unisg.ch
Summary The effects of policy variables on distributional outcomes beyond simple averages
are of interest in many research areas and in particular in labor economics. For instance, the
distributional consequences of minimum wage, training programs and education are of ...
Cited by 3 - Related articles - View as HTML - Library Search - All 7 versions

[BOOK] Quantile regression in the presence of sample selection

[PDF] from unisg.ch
M Huber… - 2011 - vwa.unisg.ch
Abstract Most sample selection models assume that the errors are independent of the
regressors. Under this assumption, all quantile and mean functions are parallel, which
implies that quantile estimators cannot reveal any (per definition non-existing) ...
Cited by 3 - Related articles - View as HTML - Get it from MIT Libraries - Library Search - All 7 versions

[PDF] Nonseparable sample selection models

[PDF] from iza.org
B Melly… - 2011 - iza.org
Abstract: This paper analyzes the nonparametric identification of nonseparable models in
the presence of sample selection. Most existing sample selection models severely restrict
the effect heterogene% ity of the observed variables on the outcome distribution. In ...
Cited by 2 - Related articles - View as HTML - All 2 versions

[PDF] Sample selection, heteroscedasticity, and quantile regression

[PDF] from univ-mrs.fr
B Melly… - 2007 - vcharite.univ-mrs.fr
Abstract: Independence of the error term and the covariates is a crucial assumption in
virtually all sample selection models. If this assumption is not satisfied, for instance due to
heteroscedasticity, both mean and quantile regression estimators are inconsistent. If ...
Cited by 2 - Related articles - View as HTML - All 3 versions

[PDF] Privatisation and Changes in the Wage Structure

[PDF] from socialpolitik.de
B Melly… - 2007 - socialpolitik.de
Abstract: We investigate wage and employment effects of privatisation using person-level
firmbased data sets in a privatised and non-privatised public sector firm in the same country.
Our observation period covers the years immediately before and after privatisation. Hence ...
Cited by 2 - Related articles - View as HTML - All 9 versions

[PDF] Quantile treatment effects in the regression discontinuity design

[PDF] from brown.edu
BR Frandsen, M Frölich… - Unpublished manuscript, 2010 - econ.brown.edu
Abstract We introduce a nonparametric estimator for local quantile treatment effects in the
regression discontinuity (RD) design. The procedure uses local distribution regression to
estimate the marginal distributions of the potential outcomes. The estimator attains the ...
Cited by 3 - Related articles - View as HTML

[BOOK] Privatization and Changes in the Wage Structure: Evidence from Firm Personnel Records

[PDF] from iza.org
B Melly… - 2008 - papers.ssrn.com
Abstract: We investigate the wage effects of privatization using person-level firm-based
panel datasets from one privatized and one nonprivatized public sector firm in the same
country for the years immediately before and after privatization. Thus, we can analyze the ...
Cited by 1 - Related articles - Get it from MIT Libraries - Library Search - All 13 versions

[CITATION] The Theory and Practice of Quantile Regression

B Melly - 2001
Cited by 1 - Related articles

Privatization and changes in the wage structure: evidence from firm personnel records PDF Logo

[PDF] from econstor.eu
B Melly… - 2008 - econstor.eu
Zusammenfassung: We investigate the wage effects of privatization using person-level firm-
based panel datasets from one privatized and one nonprivatized public sector firm in the
same country for the years immediately before and after privatization. Thus, we can ...
Related articles - All 2 versions

[CITATION] The Theory AND Practice OF Quantile Regression

M Lechner
Cited by 1 - Related articles - All 2 versions

Unconditional quantile treatment effects under endogeneity PDF Logo

[PDF] from econstor.eu
M Frölich, B Melly - econstor.eu
Zusammenfassung: This paper develops IV estimators for unconditional quantile treatment
effects (QTE) when the treatment selection is endogenous. In contrast to conditional QTE, ie
the effects conditional on a large number of covariates X, the unconditional QTE ...
Related articles - All 2 versions

[PDF] Wage Effects of Training Programs

[PDF] from unisg.ch
M Lechner… - alexandria.unisg.ch
Abstract: In an evaluation of a job-training program, the influence of the program on the
individual wages is important, because it reflects the program effect on human capital.
Estimating these effects is complicated because we observe wages only for employed ...
Related articles - View as HTML - All 6 versions

[BOOK] Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient

[PDF] from psu.edu
M Frölich, B Melly - 2010 - papers.ssrn.com
Abstract: This paper shows nonparametric identification of quantile treatment effects (QTE) in
the regression discontinuity design. The distributional impacts of social programs such as
welfare, education, training programs and unemployment insurance are of large interest to ...
Related articles - Get it from MIT Libraries - Library Search - All 14 versions

[PDF] Do Public Ownership and Lack of Competition Matter for Wages and Employment?

[PDF] from brown.edu
B Melly… - 2011 - econ.brown.edu
Abstract: Do public sector firm ownership and lack of competition matter for wages and
employment? To address this question, we consider a large public sector company that is
privatized. Using personnel records, we find employment contract liberalization to ...
Related articles - View as HTML - All 2 versions

Quantile treatment effects in the regression discontinuity design PDF Logo

[PDF] from econstor.eu
M Frölich, B Melly - 2008 - econstor.eu
Zusammenfassung: This paper shows nonparametric identification of quantile treatment
effects (QTE) in the regression discontinuity design (RDD) and proposes simple estimators.
Quantile treatment effects are a very helpful tool to characterize the effects of certain ...
Related articles - All 2 versions

DP6400 Earnings Effects of Training Programs

M Lechner… - 2007 - cepr.org
In an evaluation of a job-training program, the influence of the program on the individual
earnings capacity is important, because it reflects the program effect on human capital.
Estimating these effects is complicated because earnings are observed for employed ...
Cached - All 3 versions

[PDF] Nonparametric quantile treatment effects under endogeneity

[PDF] from iza.org
M Frölich, B Melly - iza.org
Abstract: In this paper we develop nonparametric estimators of the unconditional quantile
treatment effects when treatment selection is endogenous. The identification and estimation
of quantile treatment effects (QTE) has received recently a lot of interest, particularly with ...
Related articles - View as HTML

 Create email alert



 

About Google Scholar - All About Google - My Citations

©2012 Google