The effect of microaggregation on regression results: an application to Spanish innovation data
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- Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998.
"Research, Innovation And Productivity: An Econometric Analysis At The Firm Level,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
- Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation, and Productivity: An Econometric Analysis at the Firm Level," NBER Working Papers 6696, National Bureau of Economic Research, Inc.
- Bruno Crépon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation and Productivity : An Econometric Analysis at the Firm Level," Working Papers 98-33, Center for Research in Economics and Statistics.
- Schmid, Matthias & Schneeweiss, Hans, 2009. "The effect of microaggregation by individual ranking on the estimation of moments," Journal of Econometrics, Elsevier, vol. 153(2), pages 174-182, December.
- Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998.
"Misclassification of the dependent variable in a discrete-response setting,"
Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
- Hausman, J.A. & Morton, F.M.S., 1994. "Misclassification of Dependent Variable in a Discrete Response Setting," Working papers 94-19, Massachusetts Institute of Technology (MIT), Department of Economics.
- Schmid Matthias & Schneeweiss Hans, 2005. "The Effect of Microaggregation Procedures on the Estimation of Linear Models: A Simulation Study," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 225(5), pages 529-543, October.
- Bernard, Andrew B. & Bradford Jensen, J., 1999.
"Exceptional exporter performance: cause, effect, or both?,"
Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
- Andrew B. Bernard & J. Bradford Jensen, 1997. "Exceptional Exporter Performance: Cause, Effect, or Both?," NBER Working Papers 6272, National Bureau of Economic Research, Inc.
- Bernard, A., 1997. "Exceptional Exporter Performance: Cause, Effect, or Both?," Working papers 97-21, Massachusetts Institute of Technology (MIT), Department of Economics.
- Jacques Mairesse & Pierre Mohnen, 2001.
"To Be or Not To Be Innovative: An Exercise in Measurement,"
NBER Working Papers
8644, National Bureau of Economic Research, Inc.
- Mairesse, Jacques & Mohnen, Pierre, 2001. "To Be Or Not To Be Innovative: An Exercise In Measurement," Research Memorandum 038, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
- Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
- Ronning, Gerd, 2005. "Randomized response and the binary probit model," Economics Letters, Elsevier, vol. 86(2), pages 221-228, February.
- Lopez, Alberto, 2008. "Determinants of R&D cooperation: Evidence from Spanish manufacturing firms," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 113-136, January.
Citations
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Cited by:
- Isabel Busom & Jorge-Andrés Vélez-Ospina, 2021.
"Subsidising innovation over the business cycle,"
Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 773-803, July.
- Jorge Andrés Vélez-Ospina & Isabel Busom Piquer, 2020. "Subsidizing Innovation Over the Business Cycle," Working Papers wpdea2001, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Isabel Busom & Jorge Vélez-Ospina, 2020. "Subsidising Innovation over the Business Cycle," SPRU Working Paper Series 2020-09, SPRU - Science Policy Research Unit, University of Sussex Business School.
- Adelheid Holl & Ruth Rama, 2014.
"Foreign Subsidiaries and Technology Sourcing in Spain,"
Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 43-64, January.
- Holl, Adelheid & Rama, Ruth, 2012. "Foreign subsidiaries and technology sourcing in Spain," MPRA Paper 42328, University Library of Munich, Germany, revised Oct 2012.
- Fernández-Olmos, Marta & Ramírez-Alesón, Marisa, 2017. "How internal and external factors influence the dynamics of SME technology collaboration networks over time," Technovation, Elsevier, vol. 64, pages 16-27.
- Pilar Bernal & Idana Salazar & Pilar Vargas, 2019. "Understanding the Open Innovation Trends: An Exploratory Analysis of Breadth and Depth Decisions," Administrative Sciences, MDPI, vol. 9(4), pages 1-15, September.
- Pilar Bernal & Juan P. Maicas & Pilar Vargas, 2016. "Exploration, exploitation and innovation performance: Disentangling environmental dynamism," Documentos de Trabajo dt2016-03, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
- Marisa Ramírez-Alesón & Marta Fernández-Olmos, 2018. "Unravelling the effects of Science Parks on the innovation performance of NTBFs," The Journal of Technology Transfer, Springer, vol. 43(2), pages 482-505, April.
- Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
- Loles Añón Higón & Alfonso Díez-Minguela, 2021. "Location, Location, Location: Do Universities Matter for Foreign R&D?," Working Papers 2109, Department of Applied Economics II, Universidad de Valencia.
- Añón Higón, Dolores, 2016. "In-house versus external basic research and first-to-market innovations," Research Policy, Elsevier, vol. 45(4), pages 816-829.
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More about this item
Keywords
Microaggregation; Individual ranking; Bias; Innovation data;All these keywords.
JEL classification:
- O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
- C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-INO-2011-04-30 (Innovation)
- NEP-KNM-2011-04-30 (Knowledge Management and Knowledge Economy)
- NEP-SBM-2011-04-30 (Small Business Management)
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