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nonparametric regression models. New York: Chapman and Hall/CRC. [15] Foray, D., & Lundvall, B. (1996). The knowledge-based economy: From the economics of knowledge to the learning economy. In Employment and growth in the knowledge-based economy (pp. 11 - 32). Paris: OECD. [16] Gallup, J., Sachs, J. & Mellinger, A. (1999). Geography and economic development. International Regional Science Review, 22(2), 179-232. Doi: 10.1177/016001799761012334. [17] Gløersen, E., Dubois, A., Copus, A. & Schürmann, C. (2005). Northern peripheral, sparsely populated regions in the European

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