References

Abbring, Jaap H., and Øystein Daljord. 2020. “Identifying the Discount Factor in Dynamic Discrete Choice Models.” Quantitative Economics 11 (2): 471–501.
Adda, Jérôme, Christian Dustmann, and Katrien Stevens. 2017. “The Career Costs of Children.” Journal of Political Economy 125 (2): 293–337.
Aguirregabiria, Victor, and Pedro Mira. 2002. “Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models.” Econometrica 70 (4): 1519–43.
———. 2007. “Sequential Estimation of Dynamic Discrete Games.” Econometrica 75 (1): 1–53.
———. 2010. “Dynamic Discrete Choice Structural Models: A Survey.” Journal of Econometrics 156 (1): 38–67.
Aguirregabiria, Victor, and Junichi Suzuki. 2014. “Identification and Counterfactuals in Dynamic Models of Market Entry and Exit.” Quantitative Marketing and Economics 12 (3): 267–304.
Altuğ, Sumru, and Robert A. Miller. 1998. “The Effect of Work Experience on Female Wages and Labour Supply.” The Review of Economic Studies 65 (1): 45–85.
Angrist, Joshua D., and Jörn-Steffen Pischke. 2010. “The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con Out of Econometrics.” Journal of Economic Perspectives 24 (2).
Arcidiacono, Peter, and Robert A Miller. 2011. “Conditional Choice Probability Estimation of Dynamic Discrete Choice Models with Unobserved Heterogeneity.” Econometrica 79 (6): 1823–67.
Arellano, Manuel, Richard Blundell, and Stephane Bonhomme. 2018. “Nonlinear Persistence and Partial Insurance: Income and Consumption Dynamics in the PSID.” AEA Papers and Proceedings 108 (May): 281–86. https://doi.org/10.1257/pandp.20181049.
Bajari, Patrick, C. Lanier Benkard, and Jonathan Levin. 2007. “Estimating Dynamic Models of Imperfect Competition.” Econometrica 75 (5): 1331–70.
Berry, Steven T, and Giovanni Compiani. 2023. “An Instrumental Variable Approach to Dynamic Models.” The Review of Economic Studies 90 (4): 1724–58.
Blundell, Richard, Monica Costa Dias, Costas Meghir, and Jonathan Shaw. 2016. “Female Labor Supply, Human Capital, and Welfare Reform.” Econometrica 84 (5): 1705–53.
Blundell, Richard, Luigi Pistaferri, and Ian Preston. 2008. “Consumption Inequality and Partial Insurance.” American Economic Review 98 (5).
Blundell, Richard, and Ian Walker. 1986. “A Life-Cycle Consistent Empirical Model of Family Labour Supply Using Cross-Section Data.” The Review of Economic Studies 53 (4): 539–58.
Bonhomme, Stéphane, Koen Jochmans, and Jean-Marc Robin. 2016. “Estimating Multivariate Latent-Structure Models.”
Bonhomme, Stéphane, Thibaut Lamadon, and Elena Manresa. 2022. “Discretizing Unobserved Heterogeneity.” Econometrica 90 (2): 625–43.
Bonhomme, Stéphane, and Elena Manresa. 2015. “Grouped Patterns of Heterogeneity in Panel Data.” Econometrica 83.
Carneiro, P., J. J. Heckman, and E. J. Vytlacil. 2011. “Estimating Marginal Returns to Education.” American Economic Review 101 (October): 2754–81. http://www.nber.org/papers/w16474.
Chan, Marc K. 2013. “A Dynamic Model of Welfare Reform.” Econometrica 81 (3): 941–1001.
Chernozhukov, Victor, and Christian Hansen. 2005. “An IV Model of Quantile Treatment Effects.” Econometrica 73 (1): 245–61.
Chesher, Andrew. 2010. “Instrumental Variable Models for Discrete Outcomes.” Econometrica 78 (2): 575–601.
Cunha, Flavio, James Heckman, and Susanne Schennach. 2010. “Estimating the Technology of Cognitive and Noncognitive Skill Formation.” Econometrica 78 (3): 883–931.
Daly, Andrew, and Stanley Zachary. 1978. “Improved Multiple Choice Models.” Determinants of Travel Choice, 335–57.
De Nardi, Mariacristina. 2004. “Wealth Inequality and Intergenerational Links.” The Review of Economic Studies 71 (3): 743–68. https://doi.org/10.1111/j.1467-937X.2004.00302.x.
Dearing, Adam, and Jason R. Blevins. 2024. “Efficient and Convergent Sequential Pseudo-Likelihood Estimation of Dynamic Discrete Games.” Review of Economic Studies.
Dempster, Arthur P., Nan M. Laird, and Donald B. Rubin. 1977. “Maximum Likelihood from Incomplete Data via the EM Algorithm.” Journal of the Royal Statistical Society: Series B 39 (1): 1–38.
Eckstein, Zvi, and Kenneth I. Wolpin. 1989. “Dynamic Labour Force Participation of Married Women and Endogenous Work Experience.” Review of Economic Studies 56 (3): 375–90.
Ericson, Richard, and Ariel Pakes. 1995. “Markov-Perfect Industry Dynamics: A Framework for Empirical Work.” The Review of Economic Studies 62 (1): 53–82. https://doi.org/10.2307/2297841.
Fang, Hanming, and Michael P. Keane. 2004. “Assessing the Impact of Welfare Reform on Single Mothers.” Brookings Papers on Economic Activity 2004 (1): 1–95.
Flinn, Christopher, and James Heckman. 1982. “New Methods for Analyzing Structural Models of Labor Force Dynamics.” Journal of Econometrics 18 (1): 115–68.
Goodman-Bacon, Andrew. 2021. “Difference-in-Differences with Variation in Treatment Timing.” Journal of Econometrics 225 (2): 254–77. https://doi.org/https://doi.org/10.1016/j.jeconom.2021.03.014.
Gorman, W. M. 1959. “Separable Utility and Aggregation.” Econometrica 27 (3): 469–81. http://www.jstor.org/stable/1909472.
Gourinchas, Pierre-Olivier, and Jonathan A. Parker. 2002. “Consumption over the Life Cycle.” Econometrica 70 (1): 47–89. https://doi.org/10.1111/1468-0262.00269.
Grogger, Jeffrey. 2002. “The Behavioral Effects of Welfare Time Limits.” American Economic Review 92 (2): 385–89.
———. 2003. “The Effects of Time Limits, the EITC, and Other Policy Changes on Welfare Use, Work, and Income Among Female-Headed Families.” Review of Economics and Statistics 85 (2): 394–408.
Grogger, Jeffrey, and Charles Michalopoulos. 2003. “Welfare Dynamics Under Time Limits.” Journal of Political Economy 111 (3): 530–54.
Hall, Peter, and Xiao-Hua Zhou. 2003. “Nonparametric Estimation of Component Distributions in a Multivariate Mixture.” The Annals of Statistics 31 (1): 201–24.
Harberger, Arnold C. 1954. “Monopoly and Resource Allocation.” The American Economic Review 44 (2): 77–87. http://www.jstor.org/stable/1818325.
Heckman, James J. 1979. “Sample Selection Bias as a Specification Error.” Econometrica 47 (1): 153–61.
———. 1981a. “Heterogeneity and State Dependence.” In Studies in Labor Markets, edited by Sherwin Rosen, 91–140. University of Chicago Press.
———. 1981b. “The Incidental Parameters Problem and the Problem of Initial Conditions in Estimating a Discrete Time-Discrete Data Stochastic Process.” In Structural Analysis of Discrete Data with Econometric Applications, edited by Charles F. Manski and Daniel McFadden, 179–95. MIT Press.
Heckman, James J, and Bo E Honore. 1990. “The Empirical Content of the Roy Model.” Econometrica: Journal of the Econometric Society, 1121–49.
Heckman, James, and Burton Singer. 1984. “A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data.” Econometrica: Journal of the Econometric Society, 271–320.
Heckman, James, and Edward Vytlacil. 2005. “Structural equations, treatment effects, and econometric policy evaluation.” Econometrica 73 (3): 669–738.
———. 2007. “Chapter 70 Econometric Evaluation of Social Programs, Part i: Causal Models, Structural Models and Econometric Policy Evaluation.” In, edited by James J. Heckman and Edward E. Leamer, 6:4779–874. Handbook of Econometrics. Elsevier. https://doi.org/https://doi.org/10.1016/S1573-4412(07)06070-9.
Horowitz, Joel L. 2001. “The Bootstrap.” In Handbook of Econometrics, 5:3159–3228. Elsevier.
Hotz, V Joseph, and Robert A Miller. 1993. “Conditional Choice Probabilities and the Estimation of Dynamic Models.” The Review of Economic Studies 60 (3): 497–529.
Hotz, V Joseph, Robert A Miller, Seth Sanders, and Jeffrey Smith. 1994. “A Simulation Estimator for Dynamic Models of Discrete Choice.” The Review of Economic Studies 61 (2): 265–89.
Hyslop, Dean R. 1999. “State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women.” Econometrica 67 (6): 1255–94.
Imai, Susumu, and Michael P. Keane. 2004. “Intertemporal Labor Supply and Human Capital Accumulation.” International Economic Review 45 (2): 601–41.
Imbens, Guido W., and Joshua D. Angrist. 1994. “Identification and Estimation of Local Average Treatment Effects.” Econometrica 62 (2): 467–75. http://www.jstor.org/stable/2951620.
Kalouptsidi, Myrto, Paul T. Scott, and Eduardo Souza-Rodrigues. 2021. “Identification of Counterfactuals in Dynamic Discrete Choice Models.” Quantitative Economics 12 (2): 351–403.
Kasahara, Hiroyuki, and Katsumi Shimotsu. 2009. “Nonparametric Identification of Finite Mixture Models of Dynamic Discrete Choices.” Econometrica 77 (1): 135–75.
———. 2012. “Sequential Estimation of Structural Models with a Fixed Point Constraint.” Econometrica 80 (5): 2303–19.
Keane, Michael P., Petra E. Todd, and Kenneth I. Wolpin. 2011. “The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications.” In Handbook of Labor Economics, edited by Orley Ashenfelter and David Card, 4A:331–461. Elsevier.
Keane, Michael P., and Kenneth I. Wolpin. 1997. “The Career Decisions of Young Men.” Journal of Political Economy 105 (3).
———. 2010. “The Role of Labor and Marriage Markets, Preference Heterogeneity, and the Welfare System in the Life Cycle Decisions of Black, Hispanic, and White Women.” International Economic Review 51 (3): 851–92.
Kleven, Henrik J. 2021. “Sufficient Statistics Revisited.” Journal Article. Annual Review of Economics 13 (Volume 13, 2021): 515–38. https://doi.org/https://doi.org/10.1146/annurev-economics-060220-023547.
Kleven, Henrik, Camille Landais, and Jakob Egholt Søgaard. 2019. “Children and Gender Inequality: Evidence from Denmark.” American Economic Journal: Applied Economics 11 (4): 181–209.
Koppelman, Frank S, and Chieh-Hua Wen. 2000. “A Closed Form Paired Combinatorial Logit Model.” Transportation Research Part B 34 (2): 93–109.
Lewbel, Arthur. 2019. “The Identification Zoo: Meanings of Identification in Econometrics.” Journal of Economic Literature 57 (4): 835–903. https://doi.org/10.1257/jel.20181361.
Lucas Jr, Robert E. 1976. “Econometric Policy Evaluation: A Critique.” In Carnegie-Rochester Conference Series on Public Policy, 1:19–46. North-Holland.
MaCurdy, Thomas E. 1981. “An Empirical Model of Labor Supply in a Life-Cycle Setting.” Journal of Political Economy 89 (6): 1059–85.
Magnac, Thierry, and David Thesmar. 2002. “Identifying Dynamic Discrete Decision Processes.” Econometrica 70 (2): 801–16. https://doi.org/https://doi.org/10.1111/1468-0262.00306.
Marschak, Jacob. 1953. “Economic Measurements for Policy and Prediction.” In Studies in Econometric Method, edited by W. Hood and C. Koopmans. John Wiley & Sons.
McCall, John Joseph. 1970. “Economics of Information and Job Search.” The Quarterly Journal of Economics 84 (1): 113–26.
McFadden, Daniel. 1974. “Conditional Logit Analysis of Qualitative Choice Behavior.” Frontiers in Econometrics, 105–42.
———. 1978. “Modelling the Choice of Residential Location.” Transportation Research Record 672: 72–77.
McFadden, Daniel, and Kenneth Train. 2000. “Mixed MNL Models for Discrete Response.” Journal of Applied Econometrics 15 (5): 447–70.
Moffitt, Robert. 1983. “An Economic Model of Welfare Stigma.” American Economic Review 73 (5): 1023–35.
Mullins, Joseph. 2026. “A Structural Meta-Analysis of Welfare Reform Experiments and Their Impacts on Children.” Journal of Political Economy 134 (1): 435–77. https://doi.org/10.1086/738482.
Newey, Whitney K, and Daniel McFadden. 1994. “Large Sample Estimation and Hypothesis Testing.” Handbook of Econometrics 4: 2111–2245.
Pesendorfer, Martin, and Philipp Schmidt-Dengler. 2008. “Asymptotic Least Squares Estimators for Dynamic Games.” The Review of Economic Studies 75 (3): 901–28.
———. 2010. “Sequential Estimation of Dynamic Discrete Games: A Comment.” Econometrica 78 (2): 833–42.
Rabiner, Lawrence R. 1989. “A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition.” Proceedings of the IEEE 77 (2): 257–86.
Roy, A. D. 1951. “Some Thoughts on the Distribution of Earnings.” Oxford Economic Papers 3 (2): 135–46. http://www.jstor.org/stable/2662082.
Rust, John. 1987. “Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher.” Econometrica: Journal of the Econometric Society, 999–1033.
———. 1994. “Structural Estimation of Markov Decision Processes.” In Handbook of Econometrics, edited by Robert F. Engle and Daniel L. McFadden, 4:3081–3143. Elsevier.
Su, Che-Lin, and Kenneth L. Judd. 2012. “Constrained Optimization Approaches to Estimation of Structural Models.” Econometrica 80 (5): 2213–30.
Swann, Christopher A. 2005. “Welfare Reform When Recipients Are Forward-Looking.” Journal of Human Resources 40 (1): 31–56.
Todd, Petra E, and Kenneth I Wolpin. 2006. “Assessing the Impact of a School Subsidy Program in Mexico : Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility.” American Economic Review 96 (5).
Train, Kenneth E. 2009. Discrete Choice Methods with Simulation. 2nd ed. Cambridge University Press.
Vovsha, Peter. 1997. “Application of Cross-Nested Logit Model to Mode Choice in Tel Aviv, Israel, Metropolitan Area.” Transportation Research Record 1607: 6–15.
Vytlacil, Edward J. 2002. “Independence , Monotonicity and Latent Index Models : An Equivalence Result.” Econometrica 70 (1): 331–41.
Williams, H C W L. 1977. “On the Formation of Travel Demand Models and Economic Evaluation Measures of User Benefit.” Environment and Planning A 9 (3): 285–344.