參考文獻 |
[1] Akaike, H. (1974). A New Look at the Statistical Model Identification.
IEEE Transactions on Automatic Control 19, 716-723.
[2] Barbieri, M. M. and Berger, J. O. (2004). Optimal Predictive Model
Selection. The Annals of Statistics 32, 870-897.
[3] Barnard, G. A. (1963). New Methods of Quality Control. Journal of
the Royal Statistical Society: Series A 126, 255-258.
[4] Burnham, K. P. and Anderson, D. R. (2004). Multimodel Inference:
Understanding AIC and BIC in Model Selection. Sociological Methods
and Research 33, 261-304.
[5] Cai, B. and Dunson, D. B. (2006). Bayesian Covariance Selection in
Generalized Linear Mixed Models. Biometrics 62, 446-457.
[6] Carlin, B. P. and Louis, T. A. (2008). Bayes and Empirical Bayes
Methods for Data Analysis. Chapman and Hall, London. 3rd ed.
[7] Chen, Z. and Dunson, D. B. (2003). Random Effects Selection in Linear
Mixed Models. Biometrics 59, 762-769.
[8] Chi, E. M. and Reinsel, G. C. (1989). Models for Longitudinal Data
with Random Effects and AR(1) Errors. Journal of the American Sta-
tistical Association 84, 452-459.
[9] Chib, S. (1993). Bayes Regression with Autoregressive Errors: A
Gibbs Sampling Approach. Journal of Econometrics 58, 275-294.
[10] Clyde, M. A. (1999). Bayesian Model Averaging and Model Search
Strategies. In Bayesian Statistics 6 (Bernardo, J. M., Berger, J. O.
Dawid, A. P. and Smith, A. F. M. eds.) 157-185. Oxford University
Press.
[11] Collins, L. M. and Horn, J. L. (eds.) (1991). Best Methods for the
Analysis of Change. Washington, DC: America Psychological Association.
[12] Cox, D. R. and Oakes, D. (1984). Analysis of Survival Data. Chapman
and Hall, London.
[13] Crainiceanu, C. and Ruppert, D. (2004). Likelihood Ratio Tests in
Linear Mixed Models with One Variance Component. Journal of the
Royal Statistical Society B 66, 165-185.
[14] Dale, A. and Davies, R. B. (eds.) (1994). Analyzing Social and Political
Change: A Casebook of Methods. London: Sage.
[15] Diggle, P. J. (1990). Time Series: A Biostatistical Introduction. Oxford
University Press, Oxford.
[16] Dutilleul, P. and Pinel-Alloul, B. (1996). A doubly Multivariate Model
for Statistical Analysis of Spatio-Temporal Environmental Data. En-
vironmetrics 7, 551-565.
[17] Fan, T. H., Wang, G. Z., and Yu, J. H. (2009). A New Algorithm
in Bayesian Model Averaging in Regression Models. Technical Report,
National Central University.
[18] Gelfand, A. E. and Smith A. F. M. (1990). Sampling-Based Approaches
to Calculating Marginal Densities. Journal of the American
Statistical Association 85, 398-409.
[19] Geman, S. and Geman, D. (1984). Stochastic Relaxation, Gibbs Distribution
and the Bayesian Restoration of Image. IEEE Transactions
on Pattern Analysis and Machine Intelligence 6, 721-741.
[20] George, E. I. and McCulloch, R. E. (1993). Variable Selection Via
Gibbs Sampling. Journal of the American Statistical Association 88,
881-889.
[21] Geweke, J. (1996). Variable Selection and Model Comparison in Regression.
In Bayesian Statistics 5|Proceedings of the Fifth Valencia
International Meeting, Bernardo, J. M., Berger, J. O., Dawid, A. P.,
and Smith, A. F. M. (eds), 609-620. Oxford, U.K.: Oxford University
Press.
[22] Gilks, W. R., Wang, C. C., Yvonnet, B., and Coursaget, P. (1993).
Random-Effects Models for Longitudinal Data Using Gibbs Sampling.
Biometrics 49, 441-453.
[23] Gottman, J. M. (ed.) (1995). The Analysis of Change. Mahwah, N. J.:
Lawrence Erlbaum.
[24] Heitjan, D. F. and Sharma, D. (1997). Modelling Repeated-Series Longitudinal
Data. Statistics in Medicine 16, 347-355.
[25] Hoeting, J. A., Madigan, D., Raftery, A. E., and Volinsky, C. T.
(1999). Bayesian Model Averaging: A Tutorial (with discussion). Sta-
tistical Science 14, 382-417.
[26] Jennrich, R. I. and Schluchter, M. D. (1986). Unbalanced Repeated-
Measures Models with Structured Covariance Matrices. Biometrics
42, 805-820.
[27] Kinney S. K. and Dunson, D. B. (2007). Fixed and Random Effects
Selection in Linear and Logistic Models. Biometrics 63, 690-698.
[28] Konishi, S. and Kitagawa, G. (2008). Information Criteria and Sta-
tistical Modeling. New York: Springer-Verlag.
[29] Kuo, L. and Mallick, B. (1998). Variable Selection for Regression Models.
Sankhy¹a: The Indian Journal of Statistics, Series B 60, 65-81.
[30] Laird, N. M. and Ware, J. H. (1982). Random-Effects Models for
Longitudinal Data. Biometrics 38, 963-974.
[31] Lin, X. (1997). Variance Component Testing in Generalized Linear
Models with Random Effects. Biometrika 84, 309-326.
[32] Lindstrom, M. J. and Bates, D. M. (1988). Newton-Raphson and EM
Algorithms for Linear Mixed-Effects Models for Repeated Measures
Data. Journal of the American Statistical Association 83, 1014-1022.
[33] Leamer, E. E. (1978). Speci¯cation Searches. Wiley, New York.
[34] McCulloch, C. E., Searle, S. R., and Neuhaus, J. M. (2008). General-
ized, Linear, and Mixed Models. Wiley, 2nd ed.
[35] Montgomery, D. C., Peck, E. A., and Vining, G. G. (2006). Introduc-
tion to Linear Regression Analysis. Wiley, New York, 4th ed.
[36] Raftery, A. E., Madigan, D., and Hoeting, J. A. (1997). Bayesian
Model Averaging for Linear Regression Models. Journal of the Amer-
ican Statistical Association 92, 179-191.
[37] Robert, C. P. (2007). The Bayesian Choice. New York: Springer-
Verlag. 2ed.
[38] Roberts, H. V. (1965). Probabilistic Prediction. Journal of the Amer-
ican Statistical Association 60, 50-62.
[39] Schwarz, G. (1978). Estimating the Dimension of a Model. The Annals
of Statistics 6, 461-464.
[40] Stram, D. O. and Lee, J. W. (1994). Variance Components Testing in
the Longitudinal Mixed Effects Model. Biometrics 50, 1171-1177.
[41] Tsay, R. S. (2005). Analysis of Financial Time Series. Wiley, Hoboken,
N. J., 2nd ed.
[42] Zerbe, G. O. (1979). Randomization Analysis of the Completely Randomized
Design Extended to Growth and Response Curves. Journal
of the American Statistical Assocation 74, 215-221.
[43] Zerger, S. L. and Karim, M. R. (1991). Generalized Linear Model
with Random Effects: A Gibbs Sampling Approach. Journal of the
American Statistical Association 86, 79-86.
[44] 王國肇(2007)。貝氏模型平均演算法及其在長時期追蹤資料之應用。國
立中央大學統計研究所碩士論文。
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