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Klappentext These are econometrician Clive W. J. Granger's major essays in causality! integration! cointegration! and long memory. Zusammenfassung These essays by Clive W. J. Granger span more than four decades and cover major topics in causality! integration! cointegration! and long memory. The introduction by Eric Gysels! Norman R. Swanson! and Mark W. Watson places the essays in context and demonstrates their enduring value. Inhaltsverzeichnis Part I. Causality: 1. Investigating causal relations by econometric models and cross-spectral methods; 2. Testing for causality; 3. Some recent developments in a concept of causality; 4. Advertising and aggregate consumption: an analysis of causality R. Ashley and R. Schmalensee; Part II. Integration and Cointegration: 5. Spurious regressions in econometrics; 6. Some properties of time series data and their use in econometric model specification; 7. Time series analysis of error correction models A. A. Weiss; 8. Co-Integration and error-correction: representation, estimation and testing; 9. Developments in the study of cointegrated economic variables; 10. Seasonal integration and cointegration S. Hylleberg, R. F. Engle and B. S. Yoo; 11. A cointegration analysis of Treasury Bill yields A. D. Hall and H. M. Anderson; 12. Estimation of common long-memory components in Cointegrated Systems J. Gonzalo; 13. Separation in cointegrated systems and persistent-transitory decompositions N. Haldrup; 14. Nonlinear transformations of Integrated Time Series J. Hallman; 15. Long Memory Series with attractors J. Hallman; 16. Further developments in the study of cointegrated variables N. R. Swanson; Part III. Long Memory: 17. An introduction to long-memory Time Series models and fractional differencing R. Joyeux; 18. Long-memory relationships and the aggregation of dynamic models; 19. A long memory property of stock market returns and a new model Z. Ding and R. F. Engle.