Varying-coefficient panel data models with partially observed factor structure
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Berger, Allen N. & Mester, Loretta J., 2003.
"Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition,"
Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
- Allen N. Berger & Loretta J. Mester, 2001. "Explaining the Dramatic Changes in Performance of U.S. Banks: Technological Change, Deregulation and Dynamic Changes in Competition," Center for Financial Institutions Working Papers 01-22, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Allen N. Berger & Loretta J. Mester, 2002. "Explaining the dramatic changes in performance of U.S. banks: technological change, deregulation, and dynamic changes in competition," Working Papers 01-6, Federal Reserve Bank of Philadelphia.
- Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
- Jushan Bai & Josep Lluís Carrion-I-Silvestre, 2009.
"Structural Changes, Common Stochastic Trends, and Unit Roots in Panel Data,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 471-501.
- Jushan Bai; Josep LluÃs Carrion-i-Silvestre, 2004. "Structural changes, common stochastic trends and unit roots in panel data," Econometric Society 2004 North American Summer Meetings 345, Econometric Society.
- Pedroni, Peter, 2004.
"Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis,"
Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
- Peter Pedroni, 2004. "Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis," Department of Economics Working Papers 2004-15, Department of Economics, Williams College.
- Dong, Chaohua & Gao, Jiti & Peng, Bin, 2015.
"Semiparametric single-index panel data models with cross-sectional dependence,"
Journal of Econometrics, Elsevier, vol. 188(1), pages 301-312.
- Bin Peng & Chaohua Dong & Jiti Gao, 2014. "Semiparametric Single-Index Panel Data Models with Cross-Sectional Dependence," Monash Econometrics and Business Statistics Working Papers 9/14, Monash University, Department of Econometrics and Business Statistics.
- Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011.
"Panels with non-stationary multifactor error structures,"
Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
- Kapetanios, G. & Pesaran, M.H. & Yamagata, T., 2006. "Panels with Nonstationary Multifactor Error Structures," Cambridge Working Papers in Economics 0651, Faculty of Economics, University of Cambridge.
- G. Kapetanios & M. Hashem Pesaran & T. Yamagata, 2010. "Panels with nonstationary multifactor error structures," Post-Print hal-00768190, HAL.
- George Kapetanios & M. Hashem Pesaran & Takashi Yamagata, 2006. "Panels with Nonstationary Multifactor Error Structures," Working Papers 569, Queen Mary University of London, School of Economics and Finance.
- Kapetanios, George & Pesaran, M. Hashem & Yamagata, Takashi, 2006. "Panels with Nonstationary Multifactor Error Structures," IZA Discussion Papers 2243, Institute of Labor Economics (IZA).
- George Kapetanios & M. Hashem Pesaran & Takashi Yamagata, 2006. "Panels with Nonstationary Multifactor Error Structures," CESifo Working Paper Series 1788, CESifo.
- Berger, Allen N. & Demsetz, Rebecca S. & Strahan, Philip E., 1999.
"The consolidation of the financial services industry: Causes, consequences, and implications for the future,"
Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 135-194, February.
- Allen N. Berger & Rebecca Demsetz & Philip E. Strahan, 1998. "The consolidation of the financial services industry: causes, consequences, and implications for the future," Finance and Economics Discussion Series 1998-46, Board of Governors of the Federal Reserve System (U.S.).
- Allen N. Berger & Rebecca Demsetz & Philip E. Strahan, 1998. "The consolidation of the financial services industry: causes, consequences, and the implications for the future," Staff Reports 55, Federal Reserve Bank of New York.
- Fan J. & Li R., 2001. "Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1348-1360, December.
- Chen, Jia & Gao, Jiti & Li, Degui, 2012.
"Semiparametric trending panel data models with cross-sectional dependence,"
Journal of Econometrics, Elsevier, vol. 171(1), pages 71-85.
- Jia Chen & Jiti Gao & Degui Li, 2010. "Semiparametric Trending Panel Data Models with Cross-Sectional Dependence," School of Economics and Public Policy Working Papers 2010-10, University of Adelaide, School of Economics and Public Policy.
- Jia Chen & Jiti Gao & Degui Li, 2011. "Semiparametric Trending Panel Data Models with Cross-Sectional Dependence," Monash Econometrics and Business Statistics Working Papers 15/11, Monash University, Department of Econometrics and Business Statistics.
- M. Hashem Pesaran, 2006.
"Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure,"
Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
- M. Hashem Pesaran, 2004. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," CESifo Working Paper Series 1331, CESifo.
- Peter C. B. Phillips & Hyungsik R. Moon, 1999.
"Linear Regression Limit Theory for Nonstationary Panel Data,"
Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
- Peter C.B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Cowles Foundation Discussion Papers 1222, Cowles Foundation for Research in Economics, Yale University.
- Degui Li & Junhui Qian & Liangjun Su, 2016. "Panel Data Models With Interactive Fixed Effects and Multiple Structural Breaks," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(516), pages 1804-1819, October.
- Stiroh, Kevin J., 2000. "How did bank holding companies prosper in the 1990s?," Journal of Banking & Finance, Elsevier, vol. 24(11), pages 1703-1745, November.
- Feng, Guohua & Gao, Jiti & Peng, Bin & Zhang, Xiaohui, 2017.
"A varying-coefficient panel data model with fixed effects: Theory and an application to US commercial banks,"
Journal of Econometrics, Elsevier, vol. 196(1), pages 68-82.
- Guohua Feng & Jiti Gao & Bin Peng & Xiaohui Zhang, 2015. "A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and an Application to U.S. Commercial Banks," Monash Econometrics and Business Statistics Working Papers 9/15, Monash University, Department of Econometrics and Business Statistics.
- Jiang, Bin & Yang, Yanrong & Gao, Jiti & Hsiao, Cheng, 2021.
"Recursive estimation in large panel data models: Theory and practice,"
Journal of Econometrics, Elsevier, vol. 224(2), pages 439-465.
- Bing Jiang & Yanrong Yang & Jiti Gao & Cheng Hsiao, 2017. "Recursive estimation in large panel data models: Theory and practice," Monash Econometrics and Business Statistics Working Papers 5/17, Monash University, Department of Econometrics and Business Statistics.
- Feng, Guohua & Zhang, Xiaohui, 2012. "Productivity and efficiency at large and community banks in the US: A Bayesian true random effects stochastic distance frontier analysis," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 1883-1895.
- Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
- Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
- Bai, Jushan & Liao, Yuan, 2017. "Inferences in panel data with interactive effects using large covariance matrices," Journal of Econometrics, Elsevier, vol. 200(1), pages 59-78.
- Feng, Guohua & Serletis, Apostolos, 2008. "Productivity trends in U.S. manufacturing: Evidence from the NQ and AIM cost functions," Journal of Econometrics, Elsevier, vol. 142(1), pages 281-311, January.
- Chaohua Dong & Jiti Gao & Bin Peng, 2015. "Partially Linear Panel Data Models with Cross-Sectional Dependence and Nonstationarity," Monash Econometrics and Business Statistics Working Papers 7/15, Monash University, Department of Econometrics and Business Statistics.
- Chang, Jinyuan & Guo, Bin & Yao, Qiwei, 2015. "High dimensional stochastic regression with latent factors, endogeneity and nonlinearity," Journal of Econometrics, Elsevier, vol. 189(2), pages 297-312.
- Su, Liangjun & Jin, Sainan, 2012. "Sieve estimation of panel data models with cross section dependence," Journal of Econometrics, Elsevier, vol. 169(1), pages 34-47.
- Chen, Jia & Gao, Jiti & Li, Degui, 2012. "A New Diagnostic Test For Cross-Section Uncorrelatedness In Nonparametric Panel Data Models," Econometric Theory, Cambridge University Press, vol. 28(5), pages 1144-1163, October.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Gregory Connor & Robert A Korajczyk, 2024.
"Semi-Strong Factors in Asset Returns,"
Journal of Financial Econometrics, Oxford University Press, vol. 22(1), pages 70-93.
- Gregory Connor & Robert A. Korajczyk, 2019. "Semi-strong factors in asset returns," Economics Department Working Paper Series n294-19.pdf, Department of Economics, National University of Ireland - Maynooth.
- Feng, Guohua & Gao, Jiti & Peng, Bin, 2022.
"An integrated panel data approach to modelling economic growth,"
Journal of Econometrics, Elsevier, vol. 228(2), pages 379-397.
- Guohua Feng & Jiti Gao & Bin Peng, 2019. "An Integrated Panel Data Approach to Modelling Economic Growth," Papers 1903.07948, arXiv.org.
- Isabel Casas & Jiti Gao & Bin Peng & Shangyu Xie, 2021.
"Time‐varying income elasticities of healthcare expenditure for the OECD and Eurozone,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 328-345, April.
- Isabel Casas & Jiti Gao & Bin Peng & Shangyu Xie, 2019. "Time-Varying Income Elasticities of Healthcare Expenditure for the OECD and Eurozone," Monash Econometrics and Business Statistics Working Papers 28/19, Monash University, Department of Econometrics and Business Statistics.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Feng, Guohua & Peng, Bin & Su, Liangjun & Yang, Thomas Tao, 2019. "Semi-parametric single-index panel data models with interactive fixed effects: Theory and practice," Journal of Econometrics, Elsevier, vol. 212(2), pages 607-622.
- Feng, Guohua & Gao, Jiti & Peng, Bin & Zhang, Xiaohui, 2017.
"A varying-coefficient panel data model with fixed effects: Theory and an application to US commercial banks,"
Journal of Econometrics, Elsevier, vol. 196(1), pages 68-82.
- Guohua Feng & Jiti Gao & Bin Peng & Xiaohui Zhang, 2015. "A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and an Application to U.S. Commercial Banks," Monash Econometrics and Business Statistics Working Papers 9/15, Monash University, Department of Econometrics and Business Statistics.
- Feng, Guohua & Gao, Jiti & Peng, Bin, 2022.
"An integrated panel data approach to modelling economic growth,"
Journal of Econometrics, Elsevier, vol. 228(2), pages 379-397.
- Guohua Feng & Jiti Gao & Bin Peng, 2019. "An Integrated Panel Data Approach to Modelling Economic Growth," Papers 1903.07948, arXiv.org.
- Bin Peng & Liangjun Su & Joakim Westerlund & Yanrong Yang, 2021.
"Interactive Effects Panel Data Models with General Factors and Regressors,"
Papers
2111.11506, arXiv.org.
- Bin Ping & Liangju Su & Yanrong Yang & Joakim Westerlund, 2023. "Interactive-effects panel-data models with general factors and regressors," French Stata Users' Group Meetings 2023 14, Stata Users Group.
- Bin Peng & Liangjun Su & Joakim Westerlund & Yanrong Yang, 2021. "Interactive Effects Panel Data Models with General Factors and Regressors," Monash Econometrics and Business Statistics Working Papers 23/21, Monash University, Department of Econometrics and Business Statistics.
- Chaohua Dong & Jiti Gao & Bin Peng, 2015. "Partially Linear Panel Data Models with Cross-Sectional Dependence and Nonstationarity," Monash Econometrics and Business Statistics Working Papers 7/15, Monash University, Department of Econometrics and Business Statistics.
- Fei Liu & Jiti Gao & Yanrong Yang, 2019. "Nonparametric Estimation in Panel Data Models with Heterogeneity and Time Varyingness," Monash Econometrics and Business Statistics Working Papers 24/19, Monash University, Department of Econometrics and Business Statistics.
- Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2016.
"Estimation of heterogeneous panels with structural breaks,"
Journal of Econometrics, Elsevier, vol. 191(1), pages 176-195.
- Badi H. Baltagi & Qu Feng & Chihwa Kao, 2015. "Estimation of Heterogeneous Panels with Structural Breaks," Center for Policy Research Working Papers 179, Center for Policy Research, Maxwell School, Syracuse University.
- Jiang, Bin & Yang, Yanrong & Gao, Jiti & Hsiao, Cheng, 2021.
"Recursive estimation in large panel data models: Theory and practice,"
Journal of Econometrics, Elsevier, vol. 224(2), pages 439-465.
- Bing Jiang & Yanrong Yang & Jiti Gao & Cheng Hsiao, 2017. "Recursive estimation in large panel data models: Theory and practice," Monash Econometrics and Business Statistics Working Papers 5/17, Monash University, Department of Econometrics and Business Statistics.
- Diego Restrepo-Tobón & Subal Kumbhakar & Kai Sun, 2015. "Obelix vs. Asterix: Size of US commercial banks and its regulatory challenge," Journal of Regulatory Economics, Springer, vol. 48(2), pages 125-168, October.
- Markus Eberhardt & Francis Teal, 2011.
"Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics,"
Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
- Markus Eberhardt & Francis Teal, 2009. "Econometrics for Grumblers: A New Look at the Literature on Cross-Country Growth Empirics," CSAE Working Paper Series 2009-07, Centre for the Study of African Economies, University of Oxford.
- Eberhardt, Markus & Teal, Francis, 2009. "Econometrics for Grumblers: A New Look at the Literature on Cross-Country Growth Empirics," MPRA Paper 15813, University Library of Munich, Germany.
- Eberhardt, Markus & Teal, Francis, 2008.
"Modeling technology and technological change in manufacturing: how do countries differ?,"
MPRA Paper
10690, University Library of Munich, Germany.
- Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
- Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
- Markus Eberhardt & Francis Teal, 2010. "Productivity Analysis in Global Manufacturing Production," DEGIT Conference Papers c015_019, DEGIT, Dynamics, Economic Growth, and International Trade.
- Feng, Guohua & Serletis, Apostolos, 2010.
"Efficiency, technical change, and returns to scale in large US banks: Panel data evidence from an output distance function satisfying theoretical regularity,"
Journal of Banking & Finance, Elsevier, vol. 34(1), pages 127-138, January.
- Guohua Feng & Apostolos Serletis, 2009. "Efficiency, Technical Change, and Returns to Scale in Large U.S. Banks: Panel Data Evidence from an Output Distance Function Satisfying Theoretical Regularity," Monash Econometrics and Business Statistics Working Papers 5/09, Monash University, Department of Econometrics and Business Statistics.
- Fei Liu & Jiti Gao & Yanrong Yang, 2020. "Time-Varying Panel Data Models with an Additive Factor Structure," Monash Econometrics and Business Statistics Working Papers 42/20, Monash University, Department of Econometrics and Business Statistics.
- Jushan Bai & Josep Lluís Carrion‐i‐Silvestre, 2013. "Testing panel cointegration with unobservable dynamic common factors that are correlated with the regressors," Econometrics Journal, Royal Economic Society, vol. 16(2), pages 222-249, June.
- Dong, Chaohua & Gao, Jiti & Peng, Bin, 2015.
"Semiparametric single-index panel data models with cross-sectional dependence,"
Journal of Econometrics, Elsevier, vol. 188(1), pages 301-312.
- Bin Peng & Chaohua Dong & Jiti Gao, 2014. "Semiparametric Single-Index Panel Data Models with Cross-Sectional Dependence," Monash Econometrics and Business Statistics Working Papers 9/14, Monash University, Department of Econometrics and Business Statistics.
- Gioldasis, Georgios & Musolesi, Antonio & Simioni, Michel, 2023. "Interactive R&D spillovers: An estimation strategy based on forecasting-driven model selection," International Journal of Forecasting, Elsevier, vol. 39(1), pages 144-169.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2021.
"Nonstationary panel models with latent group structures and cross-section dependence,"
Journal of Econometrics, Elsevier, vol. 221(1), pages 198-222.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2020. "Nonstationary Panel Models with Latent Group Structures and Cross-Section Dependence," Economics and Statistics Working Papers 7-2020, Singapore Management University, School of Economics.
- Chaohua Dong & Jiti Gao & Bin Peng, 2018. "Series estimation for single-index models under constraints," Monash Econometrics and Business Statistics Working Papers 5/18, Monash University, Department of Econometrics and Business Statistics.
- Gao, Jiti & Linton, Oliver & Peng, Bin, 2020.
"Inference On A Semiparametric Model With Global Power Law And Local Nonparametric Trends,"
Econometric Theory, Cambridge University Press, vol. 36(2), pages 223-249, April.
- Jiti Gao & Oliver Linton & Bin Peng, 2017. "Inference on a Semiparametric Model with Global Power Law and Local Nonparametric Trends," Monash Econometrics and Business Statistics Working Papers 10/17, Monash University, Department of Econometrics and Business Statistics.
- Jiti Gao & Oliver Linton & Bin Peng, 2018. "Inference on a semiparametric model with global power law and local nonparametric trends," CeMMAP working papers CWP05/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2021. "Interactive R&D Spillovers: An estimation strategy based on forecasting-driven model selection," SEEDS Working Papers 0621, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jun 2021.
More about this item
Keywords
asymptotic theory; orthogonal series method; translog cost function; return to scale.;All these keywords.
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2018-02-26 (Econometrics)
- NEP-EFF-2018-02-26 (Efficiency and Productivity)
- NEP-ORE-2018-02-26 (Operations Research)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:msh:ebswps:2018-1. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Professor Xibin Zhang (email available below). General contact details of provider: https://edirc.repec.org/data/dxmonau.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.