International Fellows

James Heckman

University of Chicago

James is the Henry Schultz Distinguished Service Professor of Economics at the University of Chicago.

He has devoted his professional life to understanding the origins of major social and economic problems related to inequality, social mobility, discrimination, skill formation and regulation, and to devising and evaluating alternative strategies for addressing those problems.

Selected Publications

Bayesian exploratory factor analysis

This paper develops and applies a Bayesian approach to Exploratory Factor Analysis that improves on ad […]

Gabriella Conti, Sylvia Frühwirth-Schnatter, James Heckman, Rémi Piatek
3 November 2014 | Journal Article

Previous version

Bayesian exploratory factor analysis
Gabriella Conti, Sylvia Frühwirth-Schnatter, James Heckman, Rémi Piatek
14 July 2014 | CWP30/14
Estimating marginal returns to education

This paper estimates marginal returns to college for individuals induced to enroll in college by different […]

Pedro Carneiro, James Heckman, Edward Vytlacil
30 October 2011 | Journal Article

Previous version

Estimating marginal returns to education
Pedro Carneiro, James Heckman, Edward Vytlacil
11 October 2010 | CWP29/10
Testing the correlated random coefficient model

The recent literature on instrumental variables (IV) features models in which agents sort into treatment status […]

James Heckman, Daniel Schmierer, Sergio Urzua
31 October 2010 | Journal Article

Previous version

Testing the correlated random coefficient model
James Heckman, Daniel Schmierer, Sergio Urzua
26 April 2010 | CWP10/10
Nonparametric estimation of nonadditive hedonic models

We analyze equilibria in hedonic economies and study conditions that lead to identification of structural preference […]

James Heckman, Rosa Matzkin, Lars Nesheim
30 September 2010 | Journal Article

Previous version

Nonparametric estimation of nonadditive hedonic models
James Heckman, Rosa Matzkin, Lars Nesheim
1 March 2005 | CWP03/05
Analyzing social experiments as implemented: A reexamination of the evidence from the HighScope Perry Preschool Program

Social experiments are powerful sources of information about the effectiveness of interventions. In practice, initial randomization […]

James Heckman, Seong Hyeok Moon, Rodrigo Pinto, Peter Savelyev, Adam Yavitz
31 July 2010 | Journal Article

Previous version

Analyzing social experiments as implemented: evidence from the HighScope Perry Preschool Program
James Heckman, Seong Hyeok Moon, Rodrigo Pinto, Peter Savelyev, Adam Yavitz
2 August 2010 | CWP22/10
Comparing IV with structural models: what simple IV can and cannot identify

This paper compares the economic questions addressed by instrumental variables estimators with those addressed by structural […]

James Heckman, Sergio Urzua
31 May 2010 | Journal Article

Previous version

Comparing IV with structural models: what simple IV can and cannot identify
James Heckman, Sergio Urzua
24 April 2010 | CWP08/10
Estimating the technology of cognitive and noncognitive skill formation

This paper formulates and estimates multistage production functions for children’s cognitive and noncognitive skills. Skills are […]

Flavio Cunha, James Heckman, Susanne M. Schennach
21 May 2010 | Journal Article

Previous version

Estimating the technology of cognitive and noncognitive skill formation
Flavio Cunha, James Heckman, Susanne M. Schennach
25 April 2010 | CWP09/10
Evaluating marginal policy changes and the average effect of treatment for individuals at the margin

This paper develops methods for evaluating marginal policy changes. We characterize how the effects of marginal […]

Pedro Carneiro, James Heckman, Edward Vytlacil
1 January 2010 | Journal Article
Instrumental variables, local instrumental variables and control functions

We consider the identification of the average treatment effect in models with continuous endogenous variables whose […]

Jean-Pierre Florens, James Heckman, Costas Meghir, Edward Vytlacil
1 September 2008 | Journal Article
Econometric causality

This paper presents the econometric approach to causal modeling. It is motivated by policy problems. New […]

James Heckman
1 January 2008 | Journal Article

Previous version

Econometric causality
James Heckman
7 February 2008 | CWP01/08