How to Measure Spillover Effects of Public Capital Stock: A Spatial Autoregressive Stochastic Frontier Model
In: Spatial Econometrics: Qualitative and Limited Dependent Variables
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DOI: 10.1108/S0731-905320160000037017
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- Han, Jaepil & Ryu, Deockhyun & Sickles, Robin, 2015. "How to Measure Spillover Effects of Public Capital Stock: A Spatial Autoregressive Stochastic Frontier Model," Working Papers 15-015, Rice University, Department of Economics.
References listed on IDEAS
- Douglas Holtz-Eakin & Amy Schwartz, 1995.
"Spatial productivity spillovers from public infrastructure: Evidence from state highways,"
International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(3), pages 459-468, October.
- Douglas Holtz-Eakin & Amy Ellen Schwartz, 1995. "Spatial Productivity Spillovers from Public Infrastructure: Evidence from State Highways," NBER Working Papers 5004, National Bureau of Economic Research, Inc.
- John A. Tatom, 1991. "Public capital and private sector performance," Review, Federal Reserve Bank of St. Louis, issue May, pages 3-15.
- Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003.
"Spillover effects of public capital formation: evidence from the Spanish regions,"
Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
- Alfredo Marvao Pereira & Oriol Roca Sagalés, 2002. "Spillover effects of public capital formation : evidence from the spanish regions," Working Papers wpdea0210, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, October.
- Wang, Yi-Chia, 2014. "Evidence of public capital spillovers and endogenous growth in Taiwan," Economic Modelling, Elsevier, vol. 39(C), pages 314-321.
- Alfredo M. Pereira & Jorge M. Andraz, 2013.
"On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence,"
Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
- Alfredo Pereira & Jorge Andraz, 2012. "On the economic effects of public infrastructure investment: A survey of the international evidence," CEFAGE-UE Working Papers 2012_10, University of Evora, CEFAGE-UE (Portugal).
- Alfredo Marvão Pereira & Jorge M. Andraz, 2013. "On the economic effects of public infrastructure investment:A survey of the international evidence," Working Papers 108, Department of Economics, College of William and Mary.
- Holtz-Eakin, Douglas, 1994. "Public-Sector Capital and the Productivity Puzzle," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 12-21, February.
- Delorme, Charles Jr. & Thompson, Herbert Jr. & Warren, Ronald Jr., 1999. "Public Infrastructure and Private Productivity: A Stochastic-Frontier Approach," Journal of Macroeconomics, Elsevier, vol. 21(3), pages 563-576, July.
- Patrick Sevestre & Laszlo Matyas, 2008.
"The Econometrics of Panel Data,"
Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers)
halshs-00279977, HAL.
- Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Post-Print halshs-00279977, HAL.
- Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
- Aschauer, David Alan, 1989.
"Is public expenditure productive?,"
Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
- David Alan Aschauer, 1988. "Is public expenditure productive?," Staff Memoranda 88-7, Federal Reserve Bank of Chicago.
- Lung-fei Lee & Jihai Yu, 2012. "QML Estimation of Spatial Dynamic Panel Data Models with Time Varying Spatial Weights Matrices," Spatial Economic Analysis, Taylor & Francis Journals, vol. 7(1), pages 31-74, March.
- Lee, Lung-fei & Yu, Jihai, 2010. "A Spatial Dynamic Panel Data Model With Both Time And Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 26(2), pages 564-597, April.
- Morakinyo Adetutu & Anthony Glass & Karligash Kenjegalieva & Robin Sickles, 2015. "The effects of efficiency and TFP growth on pollution in Europe: a multistage spatial analysis," Journal of Productivity Analysis, Springer, vol. 43(3), pages 307-326, June.
- J. Paul Elhorst & Sandy Fréret, 2009. "Evidence Of Political Yardstick Competition In France Using A Two‐Regime Spatial Durbin Model With Fixed Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(5), pages 931-951, December.
- Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
- Pavlyuk, Dmitry, 2012. "Maximum Likelihood Estimator for Spatial Stochastic Frontier Models," MPRA Paper 43390, University Library of Munich, Germany.
- László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
- Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
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- Gong, B., 2018. "Interstate Competition in Agriculture: Cheer or Fear? Evidence from the United States and China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277462, International Association of Agricultural Economists.
- Orea, Luis & Álvarez, Inmaculada C., 2019.
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- Orea, Luis & Álvarez, Inmaculada C., 2017. "A new stochastic frontier model with cross-sectional effects in both noise and inefficiency terms," Efficiency Series Papers 2017/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
- Sung, Bongsuk & Soh, Jin Young & Park, Chun Gun, 2022. "Comparing government support, firm heterogeneity, and inter-firm spillovers for productivity enhancement: Evidence from the Korean solar energy technology industry," Energy, Elsevier, vol. 246(C).
- Yuan, Lingran & Zhang, Qizheng & Wang, Shuo & Hu, Weibin & Gong, Binlei, 2022. "Effects of international trade on world agricultural production and productivity: evidence from a panel of 126 countries 1962-2014," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(2), March.
- Adjin, K. Christophe & Henning, Christian H. C. A., 2020. "Climate variability and farm inefficiency: A spatial stochastic frontier analysis of Senegalese agriculture," Working Papers of Agricultural Policy WP2020-09, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
- Han, Jaepil & Sickles, Robin C., 2019. "Estimation of Industry-level Productivity with Cross-sectional Dependence by Using Spatial Analysis," Working Papers 19-002, Rice University, Department of Economics.
- Gong, Binlei, 2020. "Multi-dimensional interactions in the oilfield market: A jackknife model averaging approach of spatial productivity analysis," Energy Economics, Elsevier, vol. 86(C).
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More about this item
Keywords
Public capital; spillover effect; stochastic frontier model; spatial panel model; time-varying spatial weights; C23; D24; O47;All these keywords.
JEL classification:
- 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
- O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
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