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Dynamic policy analysis Author info | Abstract | Publisher info | Download info | Related research | Statistics Jaap Abbring (Institute for Fiscal Studies and Tinbergen Institute)
James Heckman (Institute for Fiscal Studies and University of Chicago)
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This chapter studies the microeconometric treatment-effect and structural approaches to dynamic policy evaluation. First, we discuss a reduced-form approach based on a sequential randomization or dynamic matching assumption that is popular in biostatistics. We then discuss two complementary approaches for treatments that are single stopping times and that allow for non- trivial dynamic selection on unobservables. The first builds on continuous-time duration and event-history models. The second extends the discrete-time dynamic discrete-choice literature.
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Paper provided by Centre for Microdata Methods and Practice, Institute for Fiscal Studies in its series CeMMAP working papers with number
CWP05/08.
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Date of creation: Feb 2008Date of revision:
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Eberwein, Curtis & Ham, John C & LaLonde, Robert J, 1997.
"The Impact of Being Offered and Receiving Classroom Training on the Employment Histories of Disadvantaged Women: Evidence from Experimental Data ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 64(4), pages 655-82, October.
[Downloadable!] (restricted)
Flavio Cunha & James J. Heckman & Salvador Navarro, 2007.
"The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds ,"
NBER Technical Working Papers
0340, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions:
Flavio Cunha & James J. Heckman & Salvador Navarro, 2007.
"The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds ,"
IZA Discussion Papers
2940, Institute for the Study of Labor (IZA).
[Downloadable!] Flavio Cunha & James J. Heckman & Salvador Navarro, 2007.
"The Identification And Economic Content Of Ordered Choice Models With Stochastic Thresholds ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1273-1309, November.
[Downloadable!] (restricted) Ridder, G, 1986.
"An Event History Approach to the Evaluation of Training, Recruitment and Employment Programmes ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 1(2), pages 109-26, April.
[Downloadable!] (restricted)
Gerard J. van den Berg & Anders Holm & Jan C. van Ours, 1999.
"Do Stepping Stone Jobs exist? Early Career Paths in the Medical Profession ,"
Tinbergen Institute Discussion Papers
99-041/3, Tinbergen Institute.
[Downloadable!]
Other versions: Miller, Robert A, 1984.
"Job Matching and Occupational Choice ,"
Journal of Political Economy ,
University of Chicago Press, vol. 92(6), pages 1086-120, December.
[Downloadable!] (restricted)
Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2004.
"Four Parameters of Interest in the Evaluation of Social Programs ,"
Staff General Research Papers
12022, Iowa State University, Department of Economics.
Other versions: Rust, John, 1987.
"Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher ,"
Econometrica ,
Econometric Society, vol. 55(5), pages 999-1033, September.
[Downloadable!] (restricted)
James J. Heckman & Sergio Urzua & Edward J. Vytlacil, 2006.
"Understanding Instrumental Variables in Models with Essential Heterogeneity ,"
NBER Working Papers
12574, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Keane, Michael P & Wolpin, Kenneth I, 1994.
"The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence ,"
The Review of Economics and Statistics ,
MIT Press, vol. 76(4), pages 648-72, November.
[Downloadable!] (restricted)
Other versions: Stephen V. Cameron & James J. Heckman, 1998.
"Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males ,"
Journal of Political Economy ,
University of Chicago Press, vol. 106(2), pages 262-333, April.
[Downloadable!] (restricted)
Dale T. Mortensen, 1977.
"Unemployment insurance and job search decisions ,"
Industrial and Labor Relations Review ,
ILR Review, ILR School, Cornell University, vol. 30(4), pages 505-517, July.
Carneiro, Pedro & Hansen, Karsten & Heckman, James, 2003.
"Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice ,"
Working Paper Series
2003:9, IFAU - Institute for Labour Market Policy Evaluation.
[Downloadable!]
Other versions: Leamer, Edward E., 1985.
"Vector autoregressions for causal inference? ,"
Carnegie-Rochester Conference Series on Public Policy ,
Elsevier, vol. 22(1), pages 255-304, January.
[Downloadable!] (restricted)
Cunha, Flavio & Heckman, James, 2008.
"A New Framework For The Analysis Of Inequality ,"
Macroeconomic Dynamics ,
Cambridge University Press, vol. 12(S2), pages 315-354, September.
[Downloadable!]
Other versions: Meyer, Bruce D, 1990.
"Unemployment Insurance and Unemployment Spells ,"
Econometrica ,
Econometric Society, vol. 58(4), pages 757-82, July.
[Downloadable!] (restricted)
Other versions: James J. Heckman & Christopher J. Flinn, 1982.
"New Methods for Analyzing Structural Models of Labor Force Dynamics ,"
NBER Working Papers
0856, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Honore, Bo E, 1993.
"Identification Results for Duration Models with Multiple Spells ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 60(1), pages 241-46, January.
[Downloadable!] (restricted)
Abbring, Jaap H. & van den Berg, Gerard J., 2003.
"Analyzing the Effect of Dynamically Assigned Treatments Using Duration Models, Binary Treatment Models, and Panel Data Models ,"
IZA Discussion Papers
831, Institute for the Study of Labor (IZA).
[Downloadable!]
Other versions: Jaap H. Abbring & Gerard J. van den Berg, 2003.
"The identifiability of the mixed proportional hazards competing risks model ,"
Journal Of The Royal Statistical Society Series B ,
Royal Statistical Society, vol. 65(3), pages 701-710.
[Downloadable!] (restricted)
Van den Berg, Gerard J., 2000.
"Duration Models: Specification, Identification, and Multiple Durations ,"
MPRA Paper
9446, University Library of Munich, Germany.
[Downloadable!]
Other versions:
Van den Berg, Gerard J., 2001.
"Duration models: specification, identification and multiple durations ,"
Handbook of Econometrics ,
in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 55, pages 3381-3460
Elsevier.
[Downloadable!] (restricted) Bonnal, Liliane & Fougere, Denis & Serandon, Anne, 1997.
"Evaluating the Impact of French Employment Policies on Individual Labour Market Histories ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 64(4), pages 683-713, October.
[Downloadable!] (restricted)
Jaap H. Abbring & Gerard J. Berg & Jan C. Ours, 2005.
"The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment ,"
Economic Journal ,
Royal Economic Society, vol. 115(505), pages 602-630, 07.
[Downloadable!] (restricted)
Other versions: Matzkin, Rosa L., 1993.
"Nonparametric identification and estimation of polychotomous choice models ,"
Journal of Econometrics ,
Elsevier, vol. 58(1-2), pages 137-168, July.
[Downloadable!] (restricted)
Hansen, Lars Peter & Sargent, Thomas J., 1980.
"Formulating and estimating dynamic linear rational expectations models ,"
Journal of Economic Dynamics and Control ,
Elsevier, vol. 2(1), pages 7-46, May.
[Downloadable!] (restricted)
Other versions: James J. Heckman & Jora Stixrud & Sergio Urzua, 2006.
"The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior ,"
NBER Working Papers
12006, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Heckman, James J & Macurdy, Thomas E, 1980.
"A Life Cycle Model of Female Labour Supply ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 47(1), pages 47-74, January.
[Downloadable!] (restricted)
Granger, C W J, 1969.
"Investigating Causal Relations by Econometric Models and Cross-Spectral Methods ,"
Econometrica ,
Econometric Society, vol. 37(3), pages 424-38, July.
[Downloadable!] (restricted)
John M. Barron & Mark C. Berger & Dan A. Black, 2006.
"Selective Counteroffers ,"
Journal of Labor Economics ,
University of Chicago Press, vol. 24(3), pages 385-410, July.
[Downloadable!]
Heckman, James J. & Navarro, Salvador, 2007.
"Dynamic discrete choice and dynamic treatment effects ,"
Journal of Econometrics ,
Elsevier, vol. 136(2), pages 341-396, February.
[Downloadable!] (restricted)
Other versions: Wolpin, Kenneth I, 1984.
"An Estimable Dynamic Stochastic Model of Fertility and Child Mortality ,"
Journal of Political Economy ,
University of Chicago Press, vol. 92(5), pages 852-74, October.
[Downloadable!] (restricted)
Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005.
"Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs ,"
Journal of Econometrics ,
Elsevier, vol. 125(1-2), pages 15-51.
[Downloadable!] (restricted)
Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 2004.
"Punitive Sanctions and the Transition Rate from Welfare to Work ,"
Journal of Labor Economics ,
University of Chicago Press, vol. 22(1), pages 211-210, January.
[Downloadable!]
Other versions:
Berg, Gerard J. van den & Klaauw, Bas van der & Ours, Jan C. van, 1998.
"Punitive sanctions and the transition rate from welfare to work ,"
Serie Research Memoranda
0033, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
[Downloadable!] Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 1998.
"Punitive Sanctions and the Transition Rate from Welfare to Work ,"
Tinbergen Institute Discussion Papers
98-076/3, Tinbergen Institute.
[Downloadable!] van den Berg, Gerard J & van der Klaauw, Bas & van Ours, Jan C, 2000.
"Punitive Sanctions and the Transition Rate From Welfare to Work ,"
CEPR Discussion Papers
2447, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted) Jaap Abbring & Gerard van den Berg, 2005.
"Social experiments and instrumental variables with duration outcomes ,"
IFS Working Papers
W05/19, Institute for Fiscal Studies.
[Downloadable!]
Other versions: S. A. Murphy, 2003.
"Optimal dynamic treatment regimes ,"
Journal Of The Royal Statistical Society Series B ,
Royal Statistical Society, vol. 65(2), pages 331-355.
[Downloadable!] (restricted)
Taber, Christopher R., 2000.
"Semiparametric identification and heterogeneity in discrete choice dynamic programming models ,"
Journal of Econometrics ,
Elsevier, vol. 96(2), pages 201-229, June.
[Downloadable!] (restricted)
Charles F. Manski, 2004.
"Measuring Expectations ,"
Econometrica ,
Econometric Society, vol. 72(5), pages 1329-1376, 09.
[Downloadable!] (restricted)
Abbring, Jaap H. & Heckman, James J., 2007.
"Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation ,"
Handbook of Econometrics ,
in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 72
Elsevier.
[Downloadable!] (restricted)
Jaap Abbring, 2007.
"Mixed hitting-time models ,"
CeMMAP working papers
CWP15/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
[Downloadable!]
Other versions: Bernd Fitzenberger & Aderonke Osikominu & Robert Völter, 2006.
"Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany ,"
IZA Discussion Papers
2121, Institute for the Study of Labor (IZA).
[Downloadable!]
Other versions:
Osikominu, Aderonke & Fitzenberger, Bernd & Völter, Robert, 2006.
"Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany ,"
ZEW Discussion Papers
06-39, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
[Downloadable!] Völter, Robert & Osikominu, Aderonke & Fitzenberger, Bernd, 2007.
"Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany ,"
ZEW Discussion Papers
06-39 [rev.], ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
[Downloadable!] Fitzenberger, Bernd & Osikominu, Aderonke & Völter, Robert, 2006.
"Get training or wait? Long-run employment effects of training programs for the unemployed in West Germany ,"
IAB Discussion Paper
200617, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
[Downloadable!] Pakes, Ariel S, 1986.
"Patents as Options: Some Estimates of the Value of Holding European Patent Stocks ,"
Econometrica ,
Econometric Society, vol. 54(4), pages 755-84, July.
[Downloadable!] (restricted)
James J. Heckman & Christopher R. Taber, 1994.
"Econometric Mixture Models and More General Models for Unobservables in Duration Analysis ,"
NBER Technical Working Papers
0157, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Card, David & Sullivan, Daniel G, 1988.
"Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment ,"
Econometrica ,
Econometric Society, vol. 56(3), pages 497-530, May.
[Downloadable!] (restricted)
Other versions: Ariel Pakes, 1986.
"Patents as Options: Some Estimates of the Value of Holding European Patent Stocks ,"
NBER Working Papers
1340, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Abbring, Jaap H., 2002.
"Stayers versus defecting movers: a note on the identification of defective duration models ,"
Economics Letters ,
Elsevier, vol. 74(3), pages 327-331, February.
[Downloadable!] (restricted)
Heckman, James J & Honore, Bo E, 1990.
"The Empirical Content of the Roy Model ,"
Econometrica ,
Econometric Society, vol. 58(5), pages 1121-49, September.
[Downloadable!] (restricted)
James Heckman & Justin L. Tobias & Edward Vytlacil, 2003.
"Simple Estimators for Treatment Parameters in a Latent-Variable Framework ,"
The Review of Economics and Statistics ,
MIT Press, vol. 85(3), pages 748-755, 06.
[Downloadable!] (restricted)
Other versions: Ridder, Geert, 1990.
"The Non-parametric Identification of Generalized Accelerated Failure-Time Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 57(2), pages 167-81, April.
[Downloadable!] (restricted)
Jaap H. Abbring, 2006.
"The Event-History Approach to Program Evaluation ,"
Tinbergen Institute Discussion Papers
06-057/3, Tinbergen Institute, revised 29 Oct 2007.
[Downloadable!]
Dan A. Black & Jeffrey A. Smith & Mark C. Berger & Brett J. Noel, 2003.
"Is the Threat of Reemployment Services More Effective Than the Services Themselves? Evidence from Random Assignment in the UI System ,"
American Economic Review ,
American Economic Association, vol. 93(4), pages 1313-1327, September.
[Downloadable!]
Michael Lechner & Ruth Miquel, 2005.
"Identification of the Effects of Dynamic Treatments by Sequential Conditional Independence Assumptions ,"
University of St. Gallen Department of Economics working paper series 2005
2005-17, Department of Economics, University of St. Gallen.
[Downloadable!]
Manski, Charles F., 1993.
"Dynamic choice in social settings : Learning from the experiences of others ,"
Journal of Econometrics ,
Elsevier, vol. 58(1-2), pages 121-136, July.
[Downloadable!] (restricted)
Zvi Eckstein & Kenneth I. Wolpin, 1999.
"Why Youths Drop Out of High School: The Impact of Preferences, Opportunities, and Abilities ,"
Econometrica ,
Econometric Society, vol. 67(6), pages 1295-1340, November.
Keane, Michael P & Wolpin, Kenneth I, 1997.
"The Career Decisions of Young Men ,"
Journal of Political Economy ,
University of Chicago Press, vol. 105(3), pages 473-522, June.
Other versions: Lewbel, Arthur, 2000.
"Semiparametric qualitative response model estimation with unknown heteroscedasticity or instrumental variables ,"
Journal of Econometrics ,
Elsevier, vol. 97(1), pages 145-177, July.
[Downloadable!] (restricted)
Other versions: Thierry Magnac & David Thesmar, 2002.
"Identifying Dynamic Discrete Decision Processes ,"
Econometrica ,
Econometric Society, vol. 70(2), pages 801-816, March.
[Downloadable!] (restricted)
Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2002.
"Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies ,"
NBER Working Papers
8840, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions:
Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2002.
"Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies ,"
IZA Discussion Papers
453, Institute for the Study of Labor (IZA).
[Downloadable!] Carneiro, Pedro & Hansen, Karsten T & Heckman, James J, 2002.
"Removing the veil of ignorance in assessing the distributional impacts of social policies ,"
Working Paper Series
2002:2, IFAU - Institute for Labour Market Policy Evaluation.
[Downloadable!] Hotz, V Joseph & Miller, Robert A, 1988.
"An Empirical Analysis of Life Cycle Fertility and Female Labor Supply ,"
Econometrica ,
Econometric Society, vol. 56(1), pages 91-118, January.
[Downloadable!] (restricted)
Jaap H. Abbring & Jeffrey R. Campbell, 2005.
"A Firm's First Year ,"
Tinbergen Institute Discussion Papers
05-046/3, Tinbergen Institute.
[Downloadable!]
Heckman, James J. & Singer, Burton, 1986.
"Econometric analysis of longitudinal data ,"
Handbook of Econometrics ,
in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 29, pages 1689-1763
Elsevier.
[Downloadable!] (restricted)
Hotz, V Joseph & Miller, Robert A, 1993.
"Conditional Choice Probabilities and the Estimation of Dynamic Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 60(3), pages 497-529, July.
[Downloadable!] (restricted)
Lancaster, Tony, 1979.
"Econometric Methods for the Duration of Unemployment ,"
Econometrica ,
Econometric Society, vol. 47(4), pages 939-56, July.
[Downloadable!] (restricted)
James J. Heckman & Jeffrey A. Smith, 1998.
"Evaluating the Welfare State ,"
NBER Working Papers
6542, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Florens, J P & Mouchart, M, 1982.
"A Note on Noncausality ,"
Econometrica ,
Econometric Society, vol. 50(3), pages 583-91, May.
[Downloadable!] (restricted)
Meyer, Bruce D, 1996.
"What Have We Learned from the Illinois Reemployment Bonus Experiment? ,"
Journal of Labor Economics ,
University of Chicago Press, vol. 14(1), pages 26-51, January.
[Downloadable!] (restricted)
James J. Heckman & Lance Lochner & Christopher Taber, 1998.
"Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents ,"
NBER Working Papers
6384, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Jaap H. Abbring & Gerard J. van den Berg, 2003.
"The Nonparametric Identification of Treatment Effects in Duration Models ,"
Econometrica ,
Econometric Society, vol. 71(5), pages 1491-1517, 09.
[Downloadable!] (restricted)
Ham, John C & LaLonde, Robert J, 1996.
"The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training ,"
Econometrica ,
Econometric Society, vol. 64(1), pages 175-205, January.
[Downloadable!] (restricted)
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Heckman, James J., 2008.
"Econometric Causality ,"
IZA Discussion Papers
3425, Institute for the Study of Labor (IZA).
[Downloadable!]
Other versions:
James J. Heckman, 2008.
"Econometric Causality ,"
NBER Working Papers
13934, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) James J. Heckman, 2008.
"Econometric Causality ,"
Working Papers
200826, Geary Institute, University College Dublin.
[Downloadable!] James Heckman, 2008.
"Econometric causality ,"
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[Downloadable!] James J. Heckman, 2008.
"Econometric Causality ,"
International Statistical Review ,
International Statistical Institute, vol. 76(1), pages 1-27, 04.
[Downloadable!] (restricted) Michael Lechner, 2006.
"The Relation of Different Concepts of Causality in Econometrics ,"
University of St. Gallen Department of Economics working paper series 2006
2006-15, Department of Economics, University of St. Gallen.
[Downloadable!]
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