Literature DB >> 20440375

Comparing IV With Structural Models: What Simple IV Can and Cannot Identify.

James J Heckman1, Sergio Urzúa.   

Abstract

This paper compares the economic questions addressed by instrumental variables estimators with those addressed by structural approaches. We discuss Marschak's Maxim: estimators should be selected on the basis of their ability to answer well-posed economic problems with minimal assumptions. A key identifying assumption that allows structural methods to be more informative than IV can be tested with data and does not have to be imposed.

Entities:  

Year:  2010        PMID: 20440375      PMCID: PMC2861784          DOI: 10.1016/j.jeconom.2009.09.006

Source DB:  PubMed          Journal:  J Econom        ISSN: 0304-4076            Impact factor:   2.388


  3 in total

1.  Local instrumental variables and latent variable models for identifying and bounding treatment effects.

Authors:  J J Heckman; E J Vytlacil
Journal:  Proc Natl Acad Sci U S A       Date:  1999-04-13       Impact factor: 11.205

2.  Taking the Easy Way Out: How the GED Testing Program Induces Students to Drop Out.

Authors:  James J Heckman; John Eric Humphries; Paul A Lafontaine; Pedro L Rodríguez
Journal:  J Labor Econ       Date:  2012-07-01

3.  Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin.

Authors:  Pedro Carneiro; James J Heckman; Edward Vytlacil
Journal:  Econometrica       Date:  2010-01-01       Impact factor: 5.844

  3 in total
  8 in total

1.  The Impact of Married Individuals Learning HIV Status in Malawi: Divorce, Number of Sexual Partners, and Condom Use With Spouses.

Authors:  Theresa M Fedor; Hans-Peter Kohler; Jere R Behrman
Journal:  Demography       Date:  2015-02

2.  Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables.

Authors:  Linbo Wang; Eric Tchetgen Tchetgen
Journal:  J R Stat Soc Series B Stat Methodol       Date:  2017-12-18       Impact factor: 4.488

3.  Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking.

Authors:  James J Heckman; John Eric Humphries; Gregory Veramendi
Journal:  J Polit Econ       Date:  2018-10

4.  Dynamic Treatment Effects.

Authors:  James J Heckman; John Eric Humphries; Gregory Veramendi
Journal:  J Econom       Date:  2016-02-01       Impact factor: 2.388

5.  Building Bridges Between Structural and Program Evaluation Approaches to Evaluating Policy.

Authors:  James J Heckman
Journal:  J Econ Lit       Date:  2010-06-01

Review 6.  Evaluating causal relationships between urban built environment characteristics and obesity: a methodological review of observational studies.

Authors:  Adam Martin; David Ogilvie; Marc Suhrcke
Journal:  Int J Behav Nutr Phys Act       Date:  2014-11-18       Impact factor: 6.457

7.  Evaluating Payments for Environmental Services: Methodological Challenges.

Authors:  Gwenolé Le Velly; Céline Dutilly
Journal:  PLoS One       Date:  2016-02-24       Impact factor: 3.240

8.  Family lifestyle dynamics and childhood obesity: evidence from the millennium cohort study.

Authors:  Laura A Gray; Monica Hernandez Alava; Michael P Kelly; Michael J Campbell
Journal:  BMC Public Health       Date:  2018-04-16       Impact factor: 3.295

  8 in total

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