scholarly journals Analyzing Collinear Data by Principal Component Regression Approach — An Example from Developing Countries

2021 ◽  
Vol 3 (2) ◽  
pp. 221-232
Author(s):  
Abu Jafar Mohammad Sufian
2015 ◽  
Vol 2 (2) ◽  
Author(s):  
K. V. Bhanumurthy ◽  
Manoj Kumar Sinha

Outward FDI is considered as a developed countries phenomenon. However FDI outflows from developing countries particularly Asian countries such as China and India have been growing over the past few decades. The paper focuses on outward FDI from developing countries in terms of outflows and outward stock. The paper studies the impact of socio-economic variables such as infrastructure, human capital, labour, market, trade openness, resources etc. on FDI outflows from developing countries. With the help of Principal Component Analysis, we construct a set of six composite indices, namely, human resource, infrastructure, labour, market, trade openness and resource, as determinants of OFDI. We use a Panel Regression approach both in terms of OFDI stock and flow, for the period 1990-2009. Outward FDI flows from developing countries do not show a significant pattern. FDI outward stock from developing countries represents stable patterns. It shows that steadily this is growing at 4.4 percent per annum, although the initial level is low. Top ten countries show a significant growth rate of 8 percent per annum, in the case of outward stock. Infrastructure is the only single variable whose elasticity is slightly over one in the case of top ten countries and is highly significant. Therefore, the FDI outflow is going from those countries amongst developing countries that have a significant infrastructure base.


Author(s):  
K. V. Bhanumurthy ◽  
Manoj Kumar Sinha

Outward Foreign Direct Investment (OFDI) is in the nature of international relocation of production. OFDI acts as a complementary input in the host country and hence aims at rational allocation of global resources. The pattern of economic development on a multilateral scale would, thus, determine the pattern of OFDI. We consider the effect of economic development on OFDI originated from developing countries, with the help of a set of socio-economic variables. With the help of Principal Component Analysis we construct a set of six composite indices, namely, human resource, infrastructure, labour, market, trade openness and resource, as determinants of OFDI. We use a panel regression approach both in terms of OFDI stock and flow. The period of study is 1990-2009. Empirical results indicate that developing countries outflow has not been growing significantly. The annual growth rate of global FDI outflows is 3.2 percent. FDI outflow is mainly from developed countries. Resource is most important determinant because it has elasticity greater than one. Resource and market variables indicate that in long run FDI focused on resource seeking and market-seeking.


2017 ◽  
Vol 38 ◽  
pp. 364
Author(s):  
Charles Fisher ◽  
Randall Frank ◽  
Christopher Petrovitch ◽  
Edward Oxford ◽  
Chris Argenta ◽  
...  

2007 ◽  
Vol 2007 (1) ◽  
Author(s):  
Mika P. Tarvainen ◽  
Tomi Laitinen ◽  
Tiina Lyyra-Laitinen ◽  
Juha-Pekka Niskanen ◽  
Pasi A. Karjalainen

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