References
- Akaike , H. 1974 . “A New Look at Statistical Model Identification,” . IEEE Transactions on Automatic Control , AC-19 : 716 – 722 .
- Auestad , B. and Tjøstheim , D. 1990 . “Identification of Nonlinear Time Series: First Order Characterization and Order Determination,” . Biometrika , 77 : 669 – 687 .
- Breiman , L. and Friedman , J. H. 1985 . “Estimating Optimal Transformations for Multiple Regression and Correlation,” . Journal of the American Statistical Association , 80 : 580 – 619 .
- Chen , R. 1990 . “Two Classes of Nonlinear Time Series Models,” , Carnegie Mellon University, Dept. of Statistics . unpublished Ph.D. dissertation
- Chen , R. and Tsay , R. S. 1993 . “Functional-Coefficient Autoregressive Models,” . Journal of the American Statistical Association , 88 : 298 – 308 .
- Friedman , L. H. 1991 . “Multivariate Adaptive Regression Splines,” . The Annals of Statistics , 19 : 1 – 141 . (with discussion)
- Friedman , L. H. and Stuetzle , W. 1982 . “Smoothing of Scatterplots,” , Stanford University, Dept. of Statistics . technical report
- Furnival , G. and Wilson , R. 1975 . “Regression by Leaps and Bounds,” . Technometrics , 16 : 499 – 511 .
- Haggan , V. and Ozaki , T. 1981 . “Modeling Nonlinear Vibrations Using an Amplitude-Dependent Autoregressive Time Series Model,” . Biometrika , 68 : 189 – 196 .
- Hart , J. D. and Vieu , P. 1990 . “Data-Driven Bandwidth Choice for Density Estimation Based on Dependent Data,” . The Annals of Statistics , 18 : 873 – 890 .
- Hastie , T. J. 1989 . Discussion of “Flexible Parsimonious Smoothing and Additive Modeling” . Technometrics , 31 : 23 – 29 . by J. Friedman and B. Silverman
- Hastie , T. J. and Tibshirani , R. J. 1991 . Generalized Additive Models , London : Chapman and Hall .
- Jones , D. A. 1978 . “Nonlinear Autoregressive Processes,” . Proceedings of the Royal Statistical Society , 360 : 71 – 95 . Ser. A
- Lewis , P. A. W. and Stevens , J. G. 1991 . “Nonlinear Modeling of Time Series Using Multivariate Adaptive Regression Splines (MARS),” . Journal of the American Statistical Association , 86 : 864 – 877 .
- Koyak , R. 1990 . “Consistency for ACE-Type Methods,” . The Annals of Statistics , 18 : 742 – 757 .
- Robinson , P. M. 1983 . “Nonparametric Estimation for Time Series Models,” . Journal of Time Series Analysis , 4 : 185 – 208 .
- Tong , H. 1978 . “On a Threshold Model,” . In Pattern Recognition and Signal Processing , Edited by: Chen , C. H. Amsterdam : Sijthoff and Noordhoff .
- Tong , H. 1990 . Nonlinear Time Series Analysis: A Dynamical System Approach , London : Oxford University Press .
- Tong , H. , Thanoon , B. and Gudmundsson , G. 1985 . “Threshold Time Series Modeling of Two Icelanic Riverflow Systems,” . In Time Series Analysis in Water Resources , Edited by: Hipel , K. W. American Water Research Association .
- Tsay , R. S. 1992 . “Model Checking via Parametric Bootstraps in Time Series Analysis,” . Applied Statistics , 41 : 1 – 15 .