The UCM Procedure |
Akaike, H. (1974), "A New Look at the Statistical Model Identification," IEEE Transaction on Automatic Control, AC–19, 716–723.
Anderson, T. W. (1971), The Statistical Analysis of Time Series, New York: John Wiley & Sons.
Bloomfield, P. (2000), Fourier Analysis of Time Series, Second Edition, New York: John Wiley & Sons.
Box, G. E. P. and Jenkins, G. M. (1976), Time Series Analysis: Forecasting and Control, San Francisco: Holden-Day.
Bozdogan, H. (1987), "Model Selection and Akaike’s Information Criterion (AIC): The General Theory and Its Analytical Extensions," Psychometrika, 52, 345–370.
Brockwell, P.J., and Davis, R.A. (1991), Time Series: Theory and Methods, Second Edition, New York: Springer-Verlag.
Burnham, K. P. and Anderson, D. R. (1998), Model Selection and Inference: A Practical Information-Theoretic Approach, New York: Springer-Verlag.
Cobb, G. W. (1978), "The Problem of the Nile: Conditional Solution to a Change Point Problem," Biometrika, 65, 243–251.
de Jong, P. and Chu-Chun-Lin, S. (2003), "Smoothing with an Unknown Initial Condition," Journal of Time Series Analysis, vol. 24, no. 2, 141–148.
de Jong, P. and Penzer, J. (1998), "Diagnosing Shocks in Time Series," Journal of the American Statistical Association, vol. 93, no. 442, 796–806.
Durbin, J. and Koopman, S. J. (2001), Time Series Analysis by State Space Methods, Oxford: Oxford University Press.
Hannan, E.J. and Quinn, B.G. (1979), "The Determination of the Order of an Autoregression," Journal of the Royal Statistical Society, Series B, 41, 190–195.
Harvey, A. C. (1989), Forecasting, Structural Time Series Models and the Kalman Filter, Cambridge: Cambridge University Press.
Harvey, A. C. (2001), "Testing in Unobserved Components Models," Journal of Forecasting, 20, 1–19.
Hodrick, R. and Prescott, E. (1997) "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit, and Banking, 29, 1–16.
Hurvich, C. M. and Tsai, C.-L. (1989), "Regression and Time Series Model Selection in Small Samples," Biometrika, 76, 297–307.
Jones, Richard H. (1980), "Maximum Likelihood Fitting of ARMA Models to Time Series with Missing Observations," Technometrics, 22, 389–396.
Kohn, R. and Ansley C. F. (1986), "Estimation, Prediction, and Interpolation for ARIMA models With Missing Data," Journal of the American Statistical Association, vol. 81, no. 395, 751–761.
Schwarz, G. (1978), "Estimating the Dimension of a Model," Annals of Statistics, 6, 461–464.
West, M. and Harrison, J. (1999) Bayesian Forecasting and Dynamic Models, Second Edition, New York: Springer-Verlag.
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