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14.6 Further reading and notes
Cai, Z., Fan, J. and Li, R. (2000) Efficient estimation and inferences for varying-coefficient models, Journal of the American Statistical Association, 95, 888–902.
Cai, Z., Fan, J. and Yao, Q. (2000) Functional-coefficient fregression models for non-linear time series, Journal of the American Statistical Association, 95, 941–956.
Dreesman, J. M. and Tutz, G. (2001) Non-stationary conditional models for spatial data based on varying coefficients, The Statistician, 50, 1–15.
Eubank, R. L., Muñnoz Maldonado, Y., Wang, N. and Wang, S. (2004) Smoothing spline estimation in varying coefficient models. Journal of the Royal Statistical Society, Series B., 66, 653–667.
Fan, J., Yao, Q. and Cai, Z. (2003) Adaptive varying-coefficient linear models, Journal of the Royal Statistical Society, Series B, 65, 57–80.
Gelfand, A. E., Kim, H-J., Sirmans, C.F. and Banerjee, S. (2003) Spatial modeling with spatially varying coefficient processes. Journal of the American Statistical Association, 98, 387–396.
Hastie, T. and Tibshirani, R. (1990) Generalized Additive Models. New York: Chapman and Hall.
Nielsen, H. A., Nielsen, T. S., Joensen, A. K., Madsen, H. and Holst, Ja. (2000) Tracking time-varying coefficient functions. International Journal of Adaptive Control and Signal Processing, 14, 813–828.
West, M. and Harrison, P. J. (1989) Bayesian Forecasting and Dynamic Models. New York: Springer.
West, M., Harrison, P. J. and Migon, H. S. (1985) Dynamic generalized linear models and Bayesian forecasting (with discussion). Journal of the American Statistical Association, 80, 73–97.
Wu, C. O., Chiang, C.-T. and Hoover, D. R. (1998) Asymptotic confidence regions for kernel smoothing of a varying coefficient model with longitudinal data. Journal of the American Statistical Association, 93, 1388–1418.
Zhang, W., Lee, S.-K. and Song, X. (2002) Semiparametric smooth coefficient models, Journal of Business and Economic Statistics, 20, 412–422.
Zhang, W. and Lee, S.-K. (2000) Variable bandwidth selecton in varying-coefficient models, Journal of Multivariate Analysis, 74, 116–134.
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(2005). Functional responses, functional covariates and the concurrent model. In: Functional Data Analysis. Springer Series in Statistics. Springer, New York, NY. https://doi.org/10.1007/0-387-22751-2_14
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DOI: https://doi.org/10.1007/0-387-22751-2_14
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