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Granger Causality Analyses for Climatic Attribution
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作者 alessandro attanasio Antonello Pasini Umberto Triacca 《Atmospheric and Climate Sciences》 2013年第4期515-522,共8页
This review paper focuses on the application of the Granger causality technique to the study of the causes of recent global warming (a case of climatic attribution). A concise but comprehensive review is performed and... This review paper focuses on the application of the Granger causality technique to the study of the causes of recent global warming (a case of climatic attribution). A concise but comprehensive review is performed and particular attention is paid to the direct role of anthropogenic and natural forcings, and to the influence of patterns of natural variability. By analyzing both in-sample and out-of-sample results, clear evidences are obtained (e.g., the major role of greenhousegases radiative forcing in driving temperature, a recent causal decoupling between solar irradiance and temperature itself) together with interesting prospects of further research. 展开更多
关键词 GRANGER CAUSALITY CLIMATIC ATTRIBUTION Global WARMING Forcings GREENHOUSE Gases Solar Radiation Natural Variability
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Different Criteria for the Optimal Number of Clusters and Selection of Variables with R
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作者 alessandro attanasio Maurizio Maravalle Alessio Scalzini 《Journal of Mathematics and System Science》 2013年第9期469-476,共8页
关键词 集群 标准 聚类分析 分割方法 K-均值 非自动 稳健 数据集
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