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Determinants of Long-term Economic Development: An Empirical Cross-country Study Involving Rough Sets Theory and Rule Induction.
Obersteiner M; Wilk S
发表日期1999
出处Transition Economic Series, No. 11, Institute for Advanced Studies , Vienna, Austria.
出版年1999
语种英语
摘要Empirical findings on determinants of long-term economic growth are numerous, sometimes inconsistent, highly exciting and still incomplete. The empirical analysis was almost exclusively carried out by standard econometrics. This study compares results gained by cross-country regressions as reported in the literature with those gained by the rough sets theory and rule induction. The main advantages of using rough sets are being able to classify classes and to discretize. Thus, we do not have to deal with distributional, independence, (log) linearity, and many other assumptions, but can keep the data as they are. The main difference between regression results and rough sets is that most education and human capital indicators can be labeled as robust attributes. In addition, we find that political indicators enter in a nonlinear fashion with respect to growth.
主题Forestry (FOR)
关键词Economic growth, rough sets, rule induction
URLhttp://pure.iiasa.ac.at/id/eprint/5479/
来源智库International Institute for Applied Systems Analysis (Austria)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/134852
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Obersteiner M,Wilk S. Determinants of Long-term Economic Development: An Empirical Cross-country Study Involving Rough Sets Theory and Rule Induction.. 1999.
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