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The connection between El Nino-Southern Oscillation (ENSO) as characterized by the Southern Oscillation Index (SOI) and the global air temperature (GAT) is studied in the time and frequency domains, within the framework of bivariate autoregressive (AR) modeling and maximum entropy spectral analysis. The linear relationship between SOI and GAT is shown to be statistically significant at the 90% confidence...