Online ARIMA Algorithms for Time Series Prediction
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Steven C. H. Hoi | Jianling Sun | Chenghao Liu | Peilin Zhao | P. Zhao | S. Hoi | Jianling Sun | Chenghao Liu
[1] Elad Hazan,et al. Logarithmic regret algorithms for online convex optimization , 2006, Machine Learning.
[2] Bows Abraham,et al. Analysis of Economic Time Series: A Synthesis , 1979 .
[3] Yoram Singer,et al. Pegasos: primal estimated sub-gradient solver for SVM , 2011, Math. Program..
[4] Steven C. H. Hoi,et al. LIBOL: a library for online learning algorithms , 2014, J. Mach. Learn. Res..
[5] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[6] Feng Ding,et al. Performance analysis of estimation algorithms of nonstationary ARMA processes , 2006, IEEE Transactions on Signal Processing.
[7] James D. Hamilton. Time Series Analysis , 1994 .
[8] Steven C. H. Hoi,et al. Online Portfolio Selection , 2015 .
[9] Richard A. Davis,et al. Time Series: Theory and Methods , 2013 .
[10] R. Engle. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation , 1982 .
[11] Ken-Shin Lii,et al. Identification and estimation of non-Gaussian ARMA processes , 1990, IEEE Trans. Acoust. Speech Signal Process..
[12] Shie Mannor,et al. Online Learning for Time Series Prediction , 2013, COLT.
[13] G. C. Tiao,et al. Consistent Estimates of Autoregressive Parameters and Extended Sample Autocorrelation Function for Stationary and Nonstationary ARMA Models , 1984 .
[14] Ruey S. Tsay,et al. Analysis of Financial Time Series: Tsay/Analysis of Financial Time Series , 2005 .
[15] C. Granger,et al. Forecasting Economic Time Series. , 1988 .
[16] Shyh-Jier Huang,et al. Short-term load forecasting via ARMA model identification including non-Gaussian process considerations , 2003 .
[17] Andreas S. Weigend,et al. Time Series Prediction: Forecasting the Future and Understanding the Past , 1994 .
[18] José Luis Rojo-Álvarez,et al. Support vector method for robust ARMA system identification , 2004, IEEE Transactions on Signal Processing.
[19] M. Tiku,et al. Time Series Models in Non‐Normal Situations: Symmetric Innovations , 2000 .
[20] Sébastien Bubeck,et al. Introduction to Online Optimization , 2011 .
[21] K. Lii. Model Identification and Estimation of NonGaussian ARMA Processes. , 1982 .
[22] A. Nejat Ince,et al. Digital Speech Processing , 1992 .
[23] A. El-Shaarawi,et al. ARMA Models with Double-exponentially Distributed Noise , 1989 .
[25] Jing Hu,et al. Denoising Nonlinear Time Series by Adaptive Filtering and Wavelet Shrinkage: A Comparison , 2010, IEEE Signal Processing Letters.
[26] David M. Grether,et al. Analysis of Economic Time Series. A Synthesis. , 1980 .
[27] Martin Zinkevich,et al. Online Convex Programming and Generalized Infinitesimal Gradient Ascent , 2003, ICML.