References
Ahn, Seung Chan, and Peter Schmidt. 1995. “Efficient Estimation of Models for Dynamic Panel
Data.” Journal of Econometrics 68 (1): 5–27. https://doi.org/10.1016/0304-4076(94)01641-C.
Alvarez, Javier, and Manuel Arellano. 2003. “The Time Series and Cross-Section Asymptotics of Dynamic
Panel Data Estimators.” Econometrica 71 (4):
1121–59.
Anderson, T. W., and Cheng Hsiao. 1982. “Formulation and estimation of dynamic models using panel
data.” Journal of Econometrics 18 (1): 47–82. https://doi.org/10.1016/0304-4076(82)90095-1.
Arellano, Manuel. 1989. “A note on the
Anderson-Hsiao estimator for panel data.” Economics
Letters 31 (4): 337–41. https://doi.org/10.1016/0165-1765(89)90025-6.
Arellano, Manuel, and Stephen Bond. 1991. “Some Tests of Specification for Panel Carlo Application
to Data: Monte Carlo Evidence and an Application to Employment
Equations.” Review of Economic Studies 58:
277–97.
Arellano, Manuel, and Stéphane Bonhomme. 2012. “Identifying distributional characteristics in random
coefficients panel data models.” Review of Economic
Studies 79 (3): 987–1020. https://doi.org/10.1093/restud/rdr045.
Bai, Jushan. 2009. “Panel Data Models With Interactive Fixed
Effects.” Econometrica 77 (4): 1229–79. https://doi.org/10.3982/ECTA6135.
Bai, Yu, Massimiliano Marcellino, and George Kapetanios. 2023.
“Mean Group Instrumental Variable Estimation of Time-varying Large Heterogeneous Panels With Endogenous
Regressors.” Econometrics and Statistics, June,
S2452306223000412. https://doi.org/10.1016/j.ecosta.2023.06.004.
Beran, Rudolf, Andrey Feuerverger, and Peter Hall. 1996. “On Nonparametric Estimation of Intercept and Slope
Distributions in Random Coefficient Regression.” The
Annals of Statistics 24 (6): 2569–92. https://doi.org/10.1214/aos/1032181170.
Bester, C Alan, and Christian B Hansen. 2016. “Grouped Effects Estimators in Fixed Effects
Models.” Journal of Econometrics 190 (1):
197–208. https://doi.org/10.1016/j.jeconom.2012.08.022.
Blundell, Richard, and Stephen Bond. 1998. “Initial Conditions and Moment Restrictions in Dynamic
Panel Data Models.” Journal of Econometrics 87:
115–43.
Bonhomme, Stéphane, Thibaut Lamadon, and Elena Manresa. 2022.
“Discretizing Unobserved Heterogeneity.”
Econometrica 90 (2): 625–43. https://doi.org/10.3982/ECTA15238.
Bonhomme, Stéphane, and Elena Manresa. 2015. “Grouped Patterns of Heterogeneity in Panel
Data.” Econometrica 83 (3): 1147–84. https://doi.org/10.3982/ecta11319.
Bonhomme, Stéphane, and Jean-Marc Robin. 2009. “Assessing the
Equalizing Force of Mobility Using Short
Panels: France, 1990–2000.” The Review of
Economic Studies 76 (1): 63–92. https://doi.org/10.1111/j.1467-937X.2008.00521.x.
———. 2010. “Generalized Non-Parametric Deconvolution
with an Application to Earnings
Dynamics.” Review of Economic Studies 77 (2):
491–533. https://doi.org/10.1111/j.1467-937X.2009.00577.x.
Breitung, Jörg, and Nazarii Salish. 2021. “Estimation of Heterogeneous Panels with Systematic Slope
Variations.” Journal of Econometrics 220 (2):
399–415. https://doi.org/10.1016/j.jeconom.2020.04.007.
Brockwell, Peter J., and Richard A. Davis. 2016. Introduction to
Time Series and Forecasting. Springer
Texts in Statistics. Springer International
Publishing.
Campello, Murillo, Antonio F. Galvao, and Ted Juhl. 2019. “Testing for Slope Heterogeneity Bias in Panel Data
Models.” Journal of Business and Economic
Statistics 37 (4): 749–60. https://doi.org/10.1080/07350015.2017.1421545.
Card, David. 2001. “Estimating the Return to
Schooling: Progress on Some Persistent Econometric
Problems.” Econometrica 69 (5): 1127–60. https://doi.org/10.1111/1468-0262.00237.
Combes, Pierre Philippe, Gilles Duranton, Laurent Gobillon, Diego Puga,
and Sébastien Roux. 2012. “The Productivity
Advantages of Large Cities: Distinguishing Agglomeration From Firm
Selection.” Econometrica 80 (6): 2543–94. https://doi.org/10.3982/ecta8442.
Durrett, Rick. 2019. Probability: Theory and
Examples. Cambridge University Press. https://doi.org/10.1017/9781108591034.
Evdokimov, Kirill. 2010. “Identification and
Estimation of a Nonparametric Panel Data Model with Unobserved
Heterogeneity.”
Evdokimov, Kirill, and Halbert White. 2012. “Some Extensions of a Lemma of Kotlarski.”
Econometric Theory 28 (4): 925–32. https://doi.org/10.1017/S0266466611000831.
Graham, Bryan S, and James L Powell. 2012. “Identification and Estimation of Average Partial Effects
in "Irregular" Correlated Random Coefficient Panel Data
Models.” Econometrica 80 (5): 2105–52. https://doi.org/10.3982/ecta8220.
Hansen, Bruce. 2022. Econometrics. Princeton University Press.
Heckman, James J., Jeffrey Smith, and Nancy Clements. 1997. “Making the Most out of Programme Evaluations and Social
Experiments : Accounting for Heterogeneity in Programme
Impacts.” Review of Economic Studies 64 (4):
487–535. https://doi.org/10.2307/2971729.
Heckman, James, and Edward Vytlacil. 1998. “Instrumental variables methods for the correlated random
coefficient model.” Journal of Human Resources 33
(4): 974–87.
Hoderlein, Stefan, Jussi Klemelä, and Enno Mammen. 2010. “Analyzing the Random Coefficient Model
Nonparametrically.” Econometric Theory 26 (03):
804–37. https://doi.org/10.1017/S0266466609990119.
Hsiao, Cheng, M. Hashem Pesaran, and A. Kamil Tahmiscioglu. 1999.
“Bayes Estimation of Short-Run Coefficients
in Dynamic Panel Data Models.” In Analysis of Panels
and Limited Dependent Variable Models, 268–96. https://doi.org/10.1017/cbo9780511493140.013.
Kato, Kengo, Yuya Sasaki, and Takuya Ura. 2021. “Robust
Inference in Deconvolution.”
Quantitative Economics 12 (1): 109–42. https://doi.org/10.3982/QE1643.
Kiviet, Jan F. 1995. “On Bias, Inconsistency,
and Efficiency of Various Estimators in Dynamic Panel Data
Models.” Journal of Econometrics 68 (1): 53–78.
https://doi.org/10.1016/0304-4076(94)01643-E.
Kotlarski, Ignacy. 1967. “On Characterizing the
Gamma and the Normal Distribution.”
Pacific Journal of Mathematics 20 (1): 69–76. https://doi.org/10.2140/pjm.1967.20.69.
Laage, Louise. 2024. “A Correlated Random Coefficient Panel
Model With Time-Varying Endogeneity.” Journal of
Econometrics 242 (2): 105804. https://doi.org/10.1016/j.jeconom.2024.105804.
Lewbel, Arthur. 2022. “Kotlarski with a
Factor Loading.” Journal of Econometrics 229 (1):
176–79. https://doi.org/10.1016/j.jeconom.2020.12.012.
Lewbel, Arthur, Susanne M. Schennach, and Linqi Zhang. 2024.
“Identification of a Triangular Two Equation System Without
Instruments.” Journal of Business & Economic
Statistics 42 (1): 14–25. https://doi.org/10.1080/07350015.2023.2166052.
Lumsdaine, Robin L., Ryo Okui, and Wendun Wang. 2023. “Estimation
of Panel Group Structure Models With Structural Breaks in
Group Memberships and Coefficients.”
Journal of Econometrics 233 (1): 45–65. https://doi.org/10.1016/j.jeconom.2022.01.001.
Masten, Matthew A. 2018. “Random Coefficients
on Endogenous Variables in Simultaneous Equations Models.”
Review of Economic Studies 85 (2): 1193–1250. https://doi.org/10.1093/restud/rdx047.
Mundlak, Yair. 1961. “Empirical Production Function
Free of Management Bias.” Journal of Farm
Economics 43 (1): 44. https://doi.org/10.2307/1235460.
Murtazashvili, Irina, and Jeffrey M. Wooldridge. 2008. “Fixed effects instrumental variables estimation in
correlated random coefficient panel data models.”
Journal of Econometrics 142 (1): 539–52. https://doi.org/10.1016/j.jeconom.2007.09.001.
Nickell, Stephen. 1981. “Biases In Dynamic Models With Fixed
Effects.” Econometrica 49 (6): 1417–26.
Pesaran, Hashem, Ron Smith, and Kyung So Im. 1996. “Dynamic Linear Models for Heterogenous
Panels.” In The Econometrics of Panel Data,
edited by L. Matyas and P. Sevestre, 145–95. https://doi.org/10.1007/978-94-009-0137-7_8.
Pesaran, M. Hashem. 2006. “Estimation and
Inference in Large Heterogeneous Panels with a Multifactor Error
Structure.” Econometrica 74 (4): 967–1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x.
Pesaran, M. Hashem, Yongcheol Shin, and Ron P. Smith. 1999. “Pooled Mean Group Estimation of Dynamic Heterogeneous
Panels.” Journal of the American Statistical
Association 94 (446): 621–34. https://doi.org/10.1080/01621459.1999.10474156.
Pesaran, M. Hashem, and Ron P. Smith. 1995. “Estimating long-run relationships from dynamic
heterogeneous panels.” Journal of Econometrics
6061: 473–77.
Schennach, Susanne M. 2016. “Recent Advances in the
Measurement Error Literature.” Annual Review of
Economics 8 (1): 341–77. https://doi.org/10.1146/annurev-economics-080315-015058.
Stefanski, Leonard A., and Raymond J. Carroll. 1985. “Covariate Measurement Error in Logistic
Regression.” The Annals of Statistics 13 (4):
1335–51. https://doi.org/10.1214/aos/1176349741.
Sury, Tavneet. 2011. “Selection and
Comparative Advantage in Technology Adoption.”
Econometrica 79 (1): 159–209. https://doi.org/10.3982/ecta7749.
Wooldridge, Jeffrey M. 2003. “Fixed Effects
Estimation of the Population-Averaged Slopes in a Panel Data Random
Coefficient Model.” Econometric Theory 19:
411–13. https://doi.org/10+10170S0266466603002081.
———. 2005. “Fixed-effects and related
estimators for correlated random-coefficient and treatment-effect panel
data models.” The Review of Economics and
Statistics 87 (May): 385–90.