A dynamic factor model for economic time series

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1. T. W. Anderson, The use of factor analysis in the statistical analysis of multiple time series, Psychometrika 28 (1963), 1-25. (1963) Zbl0209.20402MR0165648
2. G. E. P. Box, G. C. Tiao, A canonical análysis of multiple time series, Biometrika 64 (1977), 355-65. (1977) Zbl0362.62091MR0519089
3. D. R. Brillinger, Time Series: Data Analysis and Theory, Holt, Rinehart and Wilson, New York 1975. (1975) Zbl0321.62004MR0443257
4. J. E. H. Davidson D. F. Hendry F. Srba, S. Yeo, Econometric modelling of the aggregate time-series relationship between consumers' expenditure and income in the United Kingdom, Econom. J. 86 (1978), 661-692. (1978) 
5. D. A. Dickey, W. A. Fuller, Distribution of the estimators for autoregressive time series with a unit root, J. Amer. Statist. Soc. 74 (1979), 427-31. (1979) Zbl0413.62075MR0548036
6. D. A. Dickey, W. A. Fuller, Likelihood ratio statistics for autoregressive time series with a unit root, Econometrica 49 (1981), 1057-72. (1981) Zbl0471.62090MR0625773
7. W. Dunsmuir, A central limit theorem for parameter estimation in stationary vector time series and its application to models for a signal observed with noise, Ann. Statist. 7 (1979), 490-506. (1979) Zbl0406.62068MR0527485
8. W. Dunsmuir, E. J. Hannan, Vector linear time series models, Adv. in Appl. Probab. 8 (1976), 339-364. (1976) Zbl0327.62055MR0451578
9. R. F. Engle, M. W. Watson, A one-factor multivariate time series model of metropolitan wage rates, J. Amer. Statist. Soc. 76 (1981), 774-781. (1981) 
10. R. F. Engle, C. W. J. Granger, Cointegration and error correction: representation, estimation and testing, Econometrica 55 (1987), 251-276. (1987) MR0882095
11. F. J. Fernández-Macho, Estimation and testing of a multivariate exponential smoothing model, J. Time Ser. Anal. 11 (1990), 89-105. (1990) MR1046982
12. F. J. Fernández-Macho A. C. Harvey, J. H. Stock, Forecasting and interpolation using vector autoregressions with common trends, Annales Économie Statist. 6-7 (1987), 279-287. (1987) MR0925058
13. N. G. Fountis, D. A. Dickey, Testing for a unit root nonstationarity in multivariate autoregressive time series, Paper presented in: Statistics: An Appraisal, International Conference to Mark the 50th Anniversary of the Iowa State University Statistical Laboratory, 1983. (1983) 
14. W. A. Fuller, Introduction to Statistical Time Series, Wiley, New York 1976. (1976) Zbl0353.62050MR0448509
15. W. A. Fuller, Nonstationary autoregressive time series, In: Handbook of Statistics 5: Time Series in the Time Domain (E. Hannan, P. Krishnaiah and M. Rao, eds.), North-Holland, Amsterdam 1985, pp. 1-23. (1985) MR0831743
16. J. Geweke, The dynamic factor analysis of economic time-series models, In: Latent Variables in Socio-Economic Models (D. Aigner and A. Goldberger, eds.), North-Holland, New York 1977. (1977) Zbl0389.62075
17. J. Geweke, K. Singleton, Maximum likelihood confirmatory factor analysis of economic time series, Internat. Econom. Rev. 22 (1981), 37-54. (1981) Zbl0483.90037MR0614346
18. J. Gonzalo, C. W. J. Granger, Estimation and common long-memory components in cointegrated systems, J. Business and Economic Statistics 13 (1995), 17-35. (1995) MR1323047
19. C. W. J. Granger, R. F. Engle, Dynamic model specification with equilibrium constraints: Co-integration and error-correction, Discussion Paper 85-18, University of California, San Diego 1985. (1985) 
20. A. C. Harvey, P. H. J. Todd, Forecasting economic time series with structural and Box-Jenkins models (with comments), J. Business and Economic Statistics 1 (1983), 299-315. (1983) 
21. S. C. Hillmer, G. C. Tiao, Likelihood function of stationary multiple autoregressive moving average models, J. Amer. Statist. Soc. 74 (1979), 652-660. (1979) Zbl0419.62069MR0548261
22. S. Johansen, Statistical analysis of cointegration vectors, J. Economic Dynamics Control 12 (1988), 231-254. (1988) Zbl0647.62102MR0986516
23. S. Johansen, Estimation and hypothesis testing of cointegration vectors in gaussian vector autoregressive models, Econometrica 59 (1991), 6, 1551-1580. (1991) Zbl0755.62087MR1135641
24. H. S. Lee, Maximum likelihood inference on cointegration and seasonal cointegration, J. Econometrics 54 (1992), 1-47. (1992) Zbl0757.62058MR1192472
25. J. R. Magnus, H. Neudecker, Matrix differential calculus with applications in Statistics and Econometrics, Wiley, New York 1988. (1988) Zbl0651.15001MR0940471
26. P. C. M. Molenaar, A dynamic factor model for the analysis of multivariate time series, Psychometrika 50 (1985), 181-202. . (1985) Zbl0603.62099
27. A. R. Pagan, A note on the extraction of components from time series, Econometrica 43 (1975), 163-168. (1975) Zbl0291.62124
28. M. B. Priestley T. Subba Rao, H. Tong, Identification of the structure of multivariable stochastic systems, In: Multivariate Analysis III (P. Krishnaiah, ed.), Academic Press, New York 1973, pp. 351-368. (1973) MR0331690
29. M. B. Priestley T. Subba Rao, H. Tong, Applications of principal component analysis and factor analysis in the identification of multivariate systems, IEEE Trans. Automat. Control 19 (1974), 730-734. (1974) 
30. C. R. Rao, S. K. Mitra, Generalized Inverse of Matrices and its Applications, Wiley, New York 1971. (1971) Zbl0236.15005MR0338013
31. M. Salmon, Error correction mechanisms, Econom. J. 92 (1982), 615-629. (1982) 
32. J. D. Sargan, Wages and prices in the UK: a study in econometric methodology, In: Econometric Analysis for National Economic Planning (P. Hart, G. Mills and J. Whittaker, eds.), Butterworths, London 1981. (1981) 
33. J. D. Sargan, A. Bhargava, Maximum likelihood estimation of regression models with MA(1) errors when the root lies on the unit circle, Econometrica 51 (1983), 799-820. (1983) MR0712371
34. C. A. Sims, An autoregressive index model for the U.S., 1948-1975, In: Large-Scale Macro-Econometric Models (J. Kmenta and J. Ramsey, eds.), North-Holland, Amsterdam 1981, pp. 283-327. (1981) 
35. J. Stock, Asymptotic properties of least-squares estimators of cointegrating vectors, Econometrica 55 (1987), 1035-56. (1987) Zbl0651.62105MR0913360
36. J. H. Stock, M. W. Watson, Testing for common trends, J. Amer. Statist. Soc. 83 (1988), 1097-1107. (1988) Zbl0673.62099MR0997588
37. T. Subba Rao, An innovation approach to the reduction of the dimensions in a multivariate stochastic system, Internat. J. Control 21 (1975), 673-680. (1975) MR0378973
38. R. P. Velu G. C. Reinsel, D. W. Wichern, Reduced rank models for multiple time series, Biometrika 73 (1986), 105-118. (1986) MR0836438