- A way to interpret these practices is that in situations of ambiguity, individuals may only be able to bound the distribution of their future outcome Y (Manski, 2004). If individuals round at 5% levels, for instance, an answer È = 0.05 for the beliefs about percent increase of income should then only be interpreted as È ∈ [0.025, 0.075]. Another case where only bounds on È are observed is when questions to elicit subjective expectations take the following form: “What do you think is the percent chance that your own [Y ] will be below [y]?â€Â, for a certain grid of y. If 0 and 100 are always observed, or if we assume that the support of subjective distributions is included in [y, y], we can still compute bounds on È.25 In such cases, we only observe (ÈL, ÈU ), with ÈL ≤ È ≤ ÈU . For a thorough
Paper not yet in RePEc: Add citation now
Agarwal, N. and Somaini, P. (2018), ‘Demand analysis using strategic reports: an application to a school choice mechanism’, Econometrica 86(2), 391–444.
- Aguirregabiria, V. and Mira, P. (2010), ‘Dynamic discrete choice structural models: A survey’, Journal of Econometrics 156, 38–67.
Paper not yet in RePEc: Add citation now
- Andersen, S., Harrison, G. W., Morten, L. and Rutstrom, E. E. (2008), ‘Eliciting risk and time preferences’, Econometrica 76(3), 583–618.
Paper not yet in RePEc: Add citation now
- Andreoni, J. and Sprenger, C. (2012), ‘Estimating time preferences from convex budgets’, American Economic Review 102(7), 3333–56.
Paper not yet in RePEc: Add citation now
- Andrews, D. (1994), ‘Empirical process methods in econometrics’, Handbook of econometrics 4, 2247–2294.
Paper not yet in RePEc: Add citation now
- Andrews, D. and Shi, X. (2013), ‘Inference based on conditional moment inequalities’, Econometrica 81(2), 609–666.
Paper not yet in RePEc: Add citation now
Andrews, D. and Shi, X. (2017), ‘Inference based on many conditional moment inequalities ’, Journal of Econometrics 196(2), 275–287.
- Andrews, I., Gentzkow, M. and Shapiro, J. M. (2017), ‘Measuring the sensitivity of parameter estimates to estimation moments’, The Quarterly Journal of Economics 132(4), 1553–1592.
Paper not yet in RePEc: Add citation now
Arcidiacono, P., Aucejo, E., Maurel, A. and Ransom, T. (2016), College attrition and the dynamics of information revelation. NBER Working Paper No. 22325.
Arcidiacono, P., Hotz, J. and Kang, S. (2012), ‘Modeling college major choices using elicited measures of expectations and counterfactuals’, Journal of Econometrics 166(1), 3–16.
Arcidiacono, P., Hotz, J. V., Maurel, A. and Romano, T. (2014), Recovering ex ante returns and preferences for occupations using subjective expectations data. NBER Working Paper No. 20626.
Armantier, O., Topa, G., Van der Klaauw, W. and Zafar, B. (2017), ‘An overview of the survey of consumer expectations’, Economic Policy Review 23(2), 51–72.
- Armstrong, T. B. and KolesaÃŒÂr, M. (2018), ‘Sensitivity analysis using approximate moment condition models’. Working paper.
Paper not yet in RePEc: Add citation now
- Barseghyan, L., Molinari, F. and Teitelbaum, J. C. (2016), ‘Inference under stability of risk preferences’, Quantitative Economics 7(2), 367–409.
Paper not yet in RePEc: Add citation now
Beare, B. and Shi, X. (2019), ‘An improved bootstrap test of density ratio ordering’, Econometrics and Statistics 10, 9–26.
Belzil, C., Maurel, A. and SidibeÃŒÂ, M. (2017), Estimating the value of higher education financial aid: Evidence from a field experiment. NBER Working Paper No. 23641.
Blundell, R. (2017), ‘What have we learned from structural models?’, American Economic Review: Papers and Proceedings 107(5), 287–292.
- Blundell, R., Pistaferri, L. and Preston, I. (2008), ‘Consumption inequality and partial insurance’, The American Economic Review 98(5), 1887–1921.
Paper not yet in RePEc: Add citation now
- Bonhomme, S. and Weidner, M. (2018), ‘Minimizing sensitivity to model misspecification’, arXiv preprint arXiv:1807.02161 .
Paper not yet in RePEc: Add citation now
- Bound, J., Brown, C. and Mathiowetz, N. (2001), ‘Measurement error in survey data’, Handbook of Econometrics 5, 3705–3843.
Paper not yet in RePEc: Add citation now
- Buchinsky, M. and Leslie, P. (2010), ‘Educational attainment and the changing u.s. wage structure: Dynamic implications on young individuals’ choices’, Journal of Labor Economics 28(3), 541–594.
Paper not yet in RePEc: Add citation now
- Buchinsky, M., Li, F. and Liao, Z. (2018), ‘Estimation and inference of semiparametric models using data from several sources’. Working paper.
Paper not yet in RePEc: Add citation now
Chen, X., Linton, O. and Van Keilegom, I. (2003), ‘Estimation of semiparametric models when the criterion function is not smooth’, Econometrica 71(5), 1591–1608.
- Christensen, T. and Connault, B. (2019), Counterfactual sensitivity and robustness. Working paper.
Paper not yet in RePEc: Add citation now
Conlon, J. J., Philossoph, L., Wiswall, M. and Zafar, B. (2018), Labor market search with imperfect information and learning. NBER Working Paper No. 24988.
- Cross, P. J. and Manski, C. F. (2002), ‘Regressions, short and long’, Econometrica 70(1), 357–368.
Paper not yet in RePEc: Add citation now
Cunha, F. and Heckman, J. J. (2007), ‘Identifying and estimating the distributions of ex post and ex ante returns to schooling’, Labour Economics 14(6), 870–93.
- D’Haultfœuille, X., Gaillac, C. and Maurel, A. (2018), Rationalexp: Tests of and deviations from rational expectations. Working paper.
Paper not yet in RePEc: Add citation now
- Davydov, Y. A., Lifshits, M. A. and Smorodina, N. V. (1998), Local properties of distributions of stochastic functionals, American Mathematical Society.
Paper not yet in RePEc: Add citation now
de Paula, A., Shapira, G. and Todd, P. E. (2014), ‘How beliefs about hiv status affect risky behaviors: Evidence from malawi’, Journal of Applied Econometrics 29(6), 944–964.
- Delavande, A. (2008), ‘Pill, patch, or shot? subjective expectations and birth control choice’, International Economic Review 49(3), 999–1042.
Paper not yet in RePEc: Add citation now
Delavande, A. and Zafar, B. (2019), ‘University choice: The role of expected earnings, nonpecuniary outcomes, and financial constraints’, Journal of Political Economy 127, 2343–2393.
- Fan, Y., Sherman, R. and Shum, M. (2014), ‘Identifying treatment effects under data combination’, Econometrica 82(2), 811–822.
Paper not yet in RePEc: Add citation now
Fuster, A., Kaplan, G. and Zafar, B. (2018), What would you do with $500? Spending responses to gains, losses, news and loans. NBER Working Paper No. 24386.
Galichon, A. (2016), Optimal transport methods in economics, Princeton University Press.
Gourieroux, C. and Pradel, J. (1986), ‘Direct test of the rational expectation hypothesis’, European Economic Review 30(2), 265–284.
- Gozlan, N., Roberto, C., Samson, P.-M., Shu, Y. and Tetali, P. (2018), ‘Characterization of a class of weak transport-entropy inequalities on the line’, Annales de l’IHP 54(3), 1667–1693.
Paper not yet in RePEc: Add citation now
- Gutknecht, D., Hoderlein, S. and Peters, M. (2018), ‘Constrained information processing and individual income expectations’. Working paper.
Paper not yet in RePEc: Add citation now
Hall, R. E. and Mishkin, F. S. (1982), ‘The sensitivity of consumption to transitory income: Estimates from panel data on households’, Econometrica 50(2), 461–81.
Hansen, L. P. (2014), ‘Nobel lecture: Uncertainty outside and inside economic models’, Journal of Political Economy 122(5), 945–987.
Hansen, L. P. and Jagannathan, R. (1997), ‘Assessing specification errors in stochastic discount factor models’, Journal of Finance 52(2), 557–590.
Hoffman, M. and Burks, S. V. (2020), ‘Worker overconfidence: Field evidence and implications for employee turnover and returns from training’, Quantitative Economics 11, 315–348.
- Hsu, Y.-C. (2016), ‘Consistent tests for conditional treatment effects’, The Econometrics Journal 20(1), 1–22.
Paper not yet in RePEc: Add citation now
- Ivaldi, M. (1992), ‘Survey evidence on the rationality of expectations’, Journal of Applied Econometrics 7(3), 225–241.
Paper not yet in RePEc: Add citation now
- Kaplan, G. and Violante, G. L. (2010), ‘How much consumption insurance beyond selfinsurance ?’, American Economic Journal: Macroeconomics 2(4), 53–87.
Paper not yet in RePEc: Add citation now
- Kapor, A., Neilson, C. A. and Zimmerman, S. (2018), ‘Heterogeneous beliefs and school choice mechanisms’, American Economic Review Forthcoming.
Paper not yet in RePEc: Add citation now
- Kaufmann, K. and Pistaferri, L. (2009), ‘Disentangling insurance and information in intertemporal consumption choices’, American Economic Review 99(2), 387–92.
Paper not yet in RePEc: Add citation now
- Keane, M. and Wolpin, K. (1997), ‘The career decisions of young men’, Journal of Political Economy 105(3), 473–522.
Paper not yet in RePEc: Add citation now
- Kuchler, T. and Zafar, B. (2019), ‘Personal experiences and expectations about aggregate outcomes’, Journal of Finance Forthcoming.
Paper not yet in RePEc: Add citation now
Linton, O., Song, K. and Whang, Y.-J. (2010), ‘An improved bootstrap test of stochastic dominance’, Journal of Econometrics 154, 186–202.
- Lovell, M. C. (1986), ‘Tests of the rational expectations hypothesis’, American Economic Review 76(1), 110–124.
Paper not yet in RePEc: Add citation now
- Manski, C. (2004), ‘Measuring expectations’, Econometrica 72(5), 1329–1376.
Paper not yet in RePEc: Add citation now
- Manski, C. and Molinari, F. (2010), ‘Rounding probabilistic expectations in surveys’, Journal of Business & Economic Statistics 28(2), 219–231.
Paper not yet in RePEc: Add citation now
Masten, M. A. and Poirier, A. (2019), Salvaging falsified instrumental variable models. Working paper.
Molinari, F. and Peski, M. (2006), ‘Generalization of a result on “regressions, short and longâ€Â’, Econometric Theory 22(1), 159–163.
- Muth, J. F. (1961), ‘Rational expectations and the theory of price movements’, Econometrica 29(3), 315–335.
Paper not yet in RePEc: Add citation now
- Patton, A. J. and Timmermann, A. (2012), ‘Forecast rationality tests based on multihorizon bounds’, Journal of Business & Economic Statistics 30(1), 1–17.
Paper not yet in RePEc: Add citation now
- Pesaran, M. H. (1987), The limits to rational expectations, Basil Blackwell.
Paper not yet in RePEc: Add citation now
- Pollard, D. (1990), Empirical processes: theory and applications, in ‘NSF-CBMS regional conference series in probability and statistics’, Institute of Mathematical Statistics and the American Statistical Association, pp. i–86.
Paper not yet in RePEc: Add citation now
- Rachev, S. T. and Rüschendorf, L. (1998), Mass Transportation Problems: Volume I: Theory, Springer Science & Business Media.
Paper not yet in RePEc: Add citation now
- Ridder, G. and Moffitt, R. (2007), ‘The econometrics of data combination’, Handbook of Econometrics 6, 5469–5547.
Paper not yet in RePEc: Add citation now
- Rothschild, M. and Stiglitz, J. (1970), ‘Increasing risk: I. a definition’, Journal of Economic Theory 2(3), 225–243.
Paper not yet in RePEc: Add citation now
Rust, J. (1987), ‘Optimal replacement of gmc bus engines: An empirical model of harold zurcher’, Econometrica 55(5), 999–1033.
- Santambrogio, F. (2015), ‘Optimal transport for applied mathematicians’, Birkäuser .
Paper not yet in RePEc: Add citation now
Stinebrickner, R. and Stinebrickner, T. (2012), ‘Learning about academic ability and the college dropout decision’, Journal of Labor Economics 30(4), 707–748.
Stinebrickner, R. and Stinebrickner, T. (2014a), ‘Academic performance and college dropout: Using longitudinal expectations data to estimate a learning model’, Journal of Labor Economics 32(3), 601–644.
Stinebrickner, R. and Stinebrickner, T. (2014b), ‘A major in science? initial beliefs and final outcomes for college major and dropout’, The Review of Economic Studies 81(1), 426–472.
- Strassen, V. (1965), ‘The existence of probability measures with given marginals’, The Annals of Mathematical Statistics 36(2), 423–439.
Paper not yet in RePEc: Add citation now
Van der Klaauw, W. (2012), ‘On the use of expectations data in estimating structural dynamic choice models’, Journal of Labor Economics 30(3), 521–554.
Van der Klaauw, W. and Wolpin, K. I. (2008), ‘Social security and the retirement and savings behavior of low-income households’, Journal of Econometrics 145(1-2), 21–42.
Van der Vaart, A. (2000), Asymptotic statistics, Cambridge University Press.
- Van der Vaart, A. and Wellner, J. (1996), Weak convergence, in ‘Weak Convergence and Empirical Processes’, Springer, pp. 16–28.
Paper not yet in RePEc: Add citation now
Wiswall, M. and Zafar, B. (2015), ‘Determinants of college major choice: Identification using an information experiment’, The Review of Economic Studies 82(2), 791–824.
- Wiswall, M. and Zafar, B. (2018), ‘Preference for the workplace, investment in human capital, and gender’, The Quarterly Journal of Economics 133(1), 457–507.
Paper not yet in RePEc: Add citation now
- Zafar, B. (2011a), ‘Can subjective expectations data be used in choice models? evidence on cognitive biases’, Journal of Applied Econometrics 26(3), 520–544.
Paper not yet in RePEc: Add citation now