Quantifying heterogeneity in the relationship between R&D intensity and growth at innovative Japanese firms: A quantile regression approach
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- Alex Coad, 2007.
"Firm Growth: a Survey,"
Post-Print
halshs-00155762, HAL.
- Alexander Coad, 2007. "Firm Growth: A Survey," Papers on Economics and Evolution 2007-03, Philipps University Marburg, Department of Geography.
- Alex Coad, 2007. "Firm Growth: a Survey," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00155762, HAL.
- Alex Coad, 2007. "Firm growth: a survey," Documents de travail du Centre d'Economie de la Sorbonne r07024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Nicholas Bloom & John Van Reenen, 2007.
"Measuring and Explaining Management Practices Across Firms and Countries,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
- Nick Bloom & John Van Reenen, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," NBER Working Papers 12216, National Bureau of Economic Research, Inc.
- Nick Bloom & John Van Reenen, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," CEP Discussion Papers dp0716, Centre for Economic Performance, LSE.
- Bloom, Nick & Van Reenen, John, 2006. "Measuring and explaining management practices across firms and countries," LSE Research Online Documents on Economics 733, London School of Economics and Political Science, LSE Library.
- Van Reenen, John & Bloom, Nicholas, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," CEPR Discussion Papers 5581, C.E.P.R. Discussion Papers.
- García-Manjón, Juan V. & Romero-Merino, M. Elena, 2012. "Research, development, and firm growth. Empirical evidence from European top R&D spending firms," Research Policy, Elsevier, vol. 41(6), pages 1084-1092.
- Parente Paulo M.D.C. & Santos Silva João M.C., 2016.
"Quantile Regression with Clustered Data,"
Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 1-15, January.
- Paulo M.D.C. Parente & Joao M.C. Santos Silva, 2013. "Quantile regression with clustered data," Discussion Papers 1305, University of Exeter, Department of Economics.
- Parente, Paulo M D C & Santos Silva, Joao M C, 2013. "Quantile regression with clustered data," Economics Discussion Papers 8976, University of Essex, Department of Economics.
- Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
- Enrico Santarelli & Luuk Klomp & A. Roy Thurik, 2006. "Gibrat’s Law: An Overview of the Empirical Literature," International Studies in Entrepreneurship, in: Enrico Santarelli (ed.), Entrepreneurship, Growth, and Innovation, chapter 0, pages 41-73, Springer.
- Victor Chernozhukov, 2005. "Extremal quantile regression," Papers math/0505639, arXiv.org.
- Cristina Bernini & Marzia Freo & Attilio Gardini, 2004. "Quantile estimation of frontier production function," Empirical Economics, Springer, vol. 29(2), pages 373-381, May.
- O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
- Enrico Santarelli (ed.), 2006. "Entrepreneurship, Growth, and Innovation," International Studies in Entrepreneurship, Springer, number 978-0-387-32314-5, March.
- Coad, Alex & Rao, Rekha, 2008.
"Innovation and firm growth in high-tech sectors: A quantile regression approach,"
Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
- Alex Coad & Rekha Rao, 2006. "Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach," LEM Papers Series 2006/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Alex Coad & Rekha Rao, 2007. "Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach," Open Discussion Papers in Economics 57, The Open University, Faculty of Social Sciences, Department of Economics.
- Besstremyannaya, Galina, 2017. "Heterogeneous effect of the global financial crisis and the Great East Japan Earthquake on costs of Japanese banks," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 66-89.
- Huiming Zhu & Zhongqingyang Zhang & Yuan Huang & Weifang Mao, 2021. "Quantile heterogeneous impact of R&D on firm growth in Chinese manufacture: how ownership, firm size and sectors matter?," Applied Economics, Taylor & Francis Journals, vol. 53(28), pages 3267-3287, June.
- Tor Jakob Klette & Samuel Kortum, 2004.
"Innovating Firms and Aggregate Innovation,"
Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
- Klette, Tor Jakob & Kortum, Samuel S, 2002. "Innovating Firms and Aggregate Innovation," CEPR Discussion Papers 3248, C.E.P.R. Discussion Papers.
- Tor Jakob Klette & Samuel Kortum, 2002. "Innovating Firms and Aggregate Innovation," NBER Working Papers 8819, National Bureau of Economic Research, Inc.
- Klette, Tor Jakob & Kortum, Samuel, 2002. "Innovating Firms and Aggregate Innovation," Memorandum 02/2002, Oslo University, Department of Economics.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, December.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, December.
- Mansfield, Edwin, 1988. "Industrial R&D in Japan and the United States: A Comparative Study," American Economic Review, American Economic Association, vol. 78(2), pages 223-228, May.
- Micheline Goedhuys & Leo Sleuwaegen, 2010.
"High-growth entrepreneurial firms in Africa: a quantile regression approach,"
Small Business Economics, Springer, vol. 34(1), pages 31-51, January.
- Micheline Goedhuys & Leo Sleuwaegen, 2009. "High-Growth Entrepreneurial Firms in Africa: A Quantile Regression Approach," WIDER Working Paper Series RP2009-11, World Institute for Development Economic Research (UNU-WIDER).
- Distante, Roberta & Petrella, Ivan & Santoro, Emiliano, 2018.
"Gibrat’s law and quantile regressions: An application to firm growth,"
Economics Letters, Elsevier, vol. 164(C), pages 5-9.
- Distante, Roberta & Petrella, Ivan & Santoro, Emiliano, 2017. "Gibrat's Law and Quantile Regressions: an Application to Firm Growth," EMF Research Papers 16, Economic Modelling and Forecasting Group.
- Takashi Iino & Hiroyasu Inoue & Yukiko U. Saito & Yasuyuki Todo, 2021.
"How does the global network of research collaboration affect the quality of innovation?,"
The Japanese Economic Review, Springer, vol. 72(1), pages 5-48, January.
- IINO Takashi & INOUE Hiroyasu & SAITO Yukiko & TODO Yasuyuki, 2018. "How Does the Global Network of Research Collaboration Affect the Quality of Innovation?," Discussion papers 18070, Research Institute of Economy, Trade and Industry (RIETI).
- Ryuzo Furukawa & Akira Goto, 2006. "Core scientists and innovation in Japanese electronics companies," Scientometrics, Springer;Akadémiai Kiadó, vol. 68(2), pages 227-240, August.
- Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
- Kris Knox & Eric Blankmeyer & J. Stutzman, 2007. "Technical efficiency in texas nursing facilities: A stochastic production frontier approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 31(1), pages 75-86, March.
- Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016.
"Innovation and firm growth: Does firm age play a role?,"
Research Policy, Elsevier, vol. 45(2), pages 387-400.
- Coad, Alex & Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2013. "Innovation and firm growth: Does firm age play a role?," Working Papers 2072/211886, Universitat Rovira i Virgili, Department of Economics.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- SooGeun Ahn & Jeewhan Yoon & YoungJun Kim, 2018. "The innovation activities of small and medium-sized enterprises and their growth: quantile regression analysis and structural equation modeling," The Journal of Technology Transfer, Springer, vol. 43(2), pages 316-342, April.
- Martin Falk, 2012. "Quantile estimates of the impact of R&D intensity on firm performance," Small Business Economics, Springer, vol. 39(1), pages 19-37, July.
- Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
- Kenney, Martin & Florida, Richard, 1994. "The organization and geography of Japanese R&D: results from a survey of Japanese electronics and biotechnology firms," Research Policy, Elsevier, vol. 23(3), pages 305-322, May.
- Besstremyannaya, Galina & Golovan, Sergei, 2021. "Measuring heterogeneity with fixed effect quantile regression: Long panels and short panels," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 70-82.
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More about this item
Keywords
quantile regression; panel data; firm growth; innovation; R&D intensity.;All these keywords.
JEL classification:
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
- 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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