A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and An Application to U.S. Commercial Banks
dc.contributor.author | Feng, G | |
dc.contributor.author | Gao, J | |
dc.contributor.author | Peng, B | |
dc.contributor.author | Zhang, X | |
dc.date.accessioned | 2019-06-24T13:12:11Z | |
dc.date.issued | 2017-01-01 | |
dc.description.abstract | In this paper, we propose a semiparametric varying-coefficient categorical panel data model in which covariates (variables affecting the coefficients) are purely categorical. This model has two features: first, fixed effects are included to allow for correlation between individual unobserved heterogeneity and the regressors; second, it allows for cross-sectional dependence through a general spatial error dependence structure. We derive a semiparametric estimator for our model by using a modified within transformation, and then show the asymptotic and finite properties for this estimator under large N and T. The Monte Carlo study shows that our methodology works well for both large N and T, and large N and small T cases. Finally, we illustrate our model by analyzing the effects of state-level banking regulations on the returns to scale of commercial banks in the US. Our empirical results suggest that returns to scale is higher in more regulated states than in less regulated states. | en_GB |
dc.description.sponsorship | Australian Research Council | en_GB |
dc.identifier.citation | Vol. 196 (1), pp. 68 - 82 | en_GB |
dc.identifier.doi | 10.1016/j.jeconom.2016.09.011 | |
dc.identifier.grantnumber | DP130104229 | en_GB |
dc.identifier.grantnumber | DP150101012 | en_GB |
dc.identifier.uri | http://hdl.handle.net/10871/37646 | |
dc.language.iso | en | en_GB |
dc.publisher | Elsevier | en_GB |
dc.rights | © 2016. This version is made available under the CC-BY-NC-ND 4.0 license: https://creativecommons.org/licenses/by-nc-nd/4.0/ | en_GB |
dc.subject | Categorical variable | en_GB |
dc.subject | Estimation theory | en_GB |
dc.subject | Nonlinear panel data model | en_GB |
dc.title | A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and An Application to U.S. Commercial Banks | en_GB |
dc.type | Article | en_GB |
dc.date.available | 2019-06-24T13:12:11Z | |
dc.identifier.issn | 0304-4076 | |
dc.description | This is the author accepted manuscript. The final version is available from Elsevier via the DOI in this record. | en_GB |
dc.identifier.journal | Journal of Econometrics | en_GB |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | en_GB |
dcterms.dateAccepted | 2016-09-07 | |
rioxxterms.version | AM | en_GB |
rioxxterms.licenseref.startdate | 2017-01-01 | |
rioxxterms.type | Journal Article/Review | en_GB |
refterms.dateFCD | 2019-06-24T13:07:14Z | |
refterms.versionFCD | AM | |
refterms.dateFOA | 2019-06-24T13:12:24Z | |
refterms.panel | C | en_GB |
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Except where otherwise noted, this item's licence is described as © 2016. This version is made available under the CC-BY-NC-ND 4.0 license: https://creativecommons.org/licenses/by-nc-nd/4.0/