References
- Ahn, S. C., and Horenstein, A. R. (2013), “Eigenvalue Ratio Test for the Number of Factors,” Econometrica, 81, 1203–1227.
- Autor, D. H., Manning, A., and Smith, C. L. (2016), “The Contribution of the Minimum Wage to US Wage Inequality over Three Decades: A Reassessment,” American Economic Journal: Applied Economics, 8, 58–99. DOI: 10.1257/app.20140073.
- Bai, J. (2003), “Inferential Theory for Factor Models of Large Dimensions,” Econometrica, 71, 135–171. DOI: 10.1111/1468-0262.00392.
- ——- (2009), “Panel Data Models with Interactive Fixed Effects,” Econometrica, 77, 1229–1279.
- Bai, J., and Ng, S. (2002), “Determining the Number of Factors in Approximate Factor Models,” Econometrica, 70, 191–221. DOI: 10.1111/1468-0262.00273.
- Bai, J., and Wang, P. (2016), “Econometric Analysis of Large Factor Models,” Annual Review of Economics, 8, 53–80. DOI: 10.1146/annurev-economics-080315-015356.
- Brown, C. (1999), “Minimum Wages, Employment, and the Distribution of Income,” in Handbook of Labor Economics (Vol. 3), eds. O. C. Ashenfelter and D. Card, pp. 2101–2163, Amsterdam: Elsevier.
- Browning, M., and Carro, J. (2007), “Heterogeneity and Microeconometrics Modeling,” Advances in Economics and Econometrics, Theory and Applications: Ninth World Congress of the Econometric Society, pp. 47–74.
- Card, D., and Krueger, A. B. (1994), “Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania,” American Economic Review, 84, 772–793.
- Castagnetti, C., Rossi, E., and Trapani, L. (2015), “Inference on Factor Structures in Heterogeneous Panels,” Journal of Econometrics, 184, 145–157. DOI: 10.1016/j.jeconom.2014.08.004.
- ——- (2019), “A Two-Stage Estimator for Heterogeneous Panel Models with Common Factors,” Econometrics and Statistics, 11, 63–82.
- Chudik, A., and Pesaran, M. H. (2015), “Common Correlated Effects Estimation of Heterogeneous Dynamic Panel Data Models with Weakly Exogenous Regressors,” Journal of Econometrics, 188, 393–420. DOI: 10.1016/j.jeconom.2015.03.007.
- Dube, A., Lester, T. W., and Reich, M. (2010), “Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties,” The Review of Economics and Statistics, 92, 945–964. DOI: 10.1162/REST_a_00039.
- Durlauf, S. N. (2001), “Manifesto for a Growth Econometrics,” Journal of Econometrics, 100, 65–69. DOI: 10.1016/S0304-4076(00)00055-5.
- Forni, M., Hallin, M., Lippi, M., and Reichlin, L. (2000), “The Generalized Dynamic-Factor Model: Identification and Estimation,” The Review of Economics and Statistics, 82, 540–554. DOI: 10.1162/003465300559037.
- Forni, M., Hallin, M., Lippi, M., and Reichlin, L. (2005), “The Generalized Dynamic Factor Model: One-Sided Estimation and Forecasting,” Journal of the American Statistical Association, 100, 830–840. DOI: 10.1198/016214504000002050.
- Heckman, J. J. (2001), “Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture,” Journal of Political Economy, 109, 673–748. DOI: 10.1086/322086.
- Hsiao, C. (2022), Analysis of Panel Data, Cambridge: Cambridge University Press.
- Jin, S., Miao, K., and Su, L. (2021), “On Factor Models with Random Missing: EM Estimation, Inference, and Cross Validation,” Journal of Econometrics, 222, 745–777. DOI: 10.1016/j.jeconom.2020.08.002.
- Karabiyik, H., Reese, S., and Westerlund, J. (2017), “On the Role of the Rank Condition in CCE Estimation of Factor-Augmented Panel Regressions,” Journal of Econometrics, 197, 60–64. DOI: 10.1016/j.jeconom.2016.10.006.
- Li, K., Cui, G., and Lu, L. (2020), “Efficient Estimation of Heterogeneous Coefficients in Panel Data Models with Common Shocks,” Journal of Econometrics, 216, 327–353. DOI: 10.1016/j.jeconom.2019.08.011.
- Lu, X., Miao, K., and Su, L. (2023), “Estimation of Heterogeneous Panel Data Models with an Application to Program Evaluation,” working paper.
- Lu, X., and Su, L. (2016), “Shrinkage Estimation of Dynamic Panel Data Models with Interactive Fixed Effects,” Journal of Econometrics, 190, 148–175. DOI: 10.1016/j.jeconom.2015.09.005.
- ——- (2023), “Uniform Inference in Linear Panel Data Models with Two-Dimensional Heterogeneity,” Journal of Econometrics, 235, 694–719.
- Moon, H. R., and Weidner, M. (2015), “Linear Regression for Panel with Unknown Number of Factors as Interactive Fixed Effects,” Econometrica, 83, 1543–1579. DOI: 10.3982/ECTA9382.
- ——- (2017), “Dynamic Linear Panel Regression Models with Interactive Fixed Effects,” Econometric Theory, 33, 158–195.
- Neumark, D., and Wascher, W. (1992), “Employment Effects of Minimum and Subminimum Wages: Panel Data on State Minimum Wage Laws,” ILR Review, 46, 55–81. DOI: 10.1177/001979399204600105.
- ——- (2007), “Minimum Wages, the Earned Income Tax Credit, and Employment: Evidence from the Post-Welfare Reform Era,” working paper.
- Okui, R., and Yanagi, T. (2019), “Panel Data Analysis with Heterogeneous Dynamics,” Journal of Econometrics, 212, 451–475. DOI: 10.1016/j.jeconom.2019.04.036.
- ——- (2020), “Kernel Estimation for Panel Data with Heterogeneous Dynamics,” Econometrics Journal, 23, 156–175.
- Onatski, A. (2010), “Determining the Number of Factors from Empirical Distribution of Eigenvalues,” The Review of Economics and Statistics, 92, 1004–1016. DOI: 10.1162/REST_a_00043.
- Onatski, A., and Wang, C. (2021), “Spurious Factor Analysis,” Econometrica, 89, 591–614. DOI: 10.3982/ECTA16703.
- Pesaran, M. H. (2006), “Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure,” Econometrica, 74, 967–1012. DOI: 10.1111/j.1468-0262.2006.00692.x.
- Pesaran, M. H., and Yamagata, T. (2008), “Testing Slope Homogeneity in Large Panels,” Journal of Econometrics, 142, 50–93. DOI: 10.1016/j.jeconom.2007.05.010.
- Phillips, P. C., and Sul, D. (2007), “Transition Modeling and Econometric Convergence Tests,” Econometrica, 75, 1771–1855. DOI: 10.1111/j.1468-0262.2007.00811.x.
- Prakasa Rao, B. L. (2009), “Conditional Independence, Conditional Mixing and Conditional Association,” Annals of the Institute of Statistical Mathematics, 61, 441–460. DOI: 10.1007/s10463-007-0152-2.
- Rho, Y., and Shao, X. (2019), “Bootstrap-Assisted Unit Root Testing with Piecewise Locally Stationary Errors,” Econometric Theory, 35, 142–166. DOI: 10.1017/S0266466618000038.
- Shao, X. (2010), “The Dependent Wild Bootstrap,” Journal of the American Statistical Association, 105, 218–235. DOI: 10.1198/jasa.2009.tm08744.
- Song, M. (2013), “Asymptotic Theory for Dynamic Heterogeneous Panels with Cross-Sectional Dependence and its Applications,” working paper.
- Su, L., and Chen, Q. (2013), “Testing Homogeneity in Panel Data Models with Interactive Fixed Effects,” Econometric Theory, 29, 1079–1135. DOI: 10.1017/S0266466613000017.
- Su, L., and Wang, X. (2017), “On Time-Varying Factor Models: Estimation and Testing,” Journal of Econometrics, 198, 84–101. DOI: 10.1016/j.jeconom.2016.12.004.
- ——- (2020), “Testing for Structural Changes in Factor Models via a Nonparametric Regression,” Econometric Theory, 36, 1127–1158.
- Wang, W., Phillips, P. C., and Su, L. (2019), “The Heterogeneous Effects of the Minimum Wage on Employment Across States,” Economics Letters, 174, 179–185. DOI: 10.1016/j.econlet.2018.11.002.
- Westerlund, J., and Urbain, J.-P. (2013), “On the Estimation and Inference in Factor-Augmented Panel Regressions with Correlated Loadings,” Economics Letters, 119, 247–250. DOI: 10.1016/j.econlet.2013.03.022.