On the recursive solution of the normal equations of bilateral multivariate autoregressive models

被引:0
|
作者
Choi, BS [1 ]
机构
[1] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
关键词
bilateral AR process; multivariate AR process; normal equations;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A multivariate version of the bilateral autoregressive (AR) model is proposed, and a recursive algorithm is presented to solve the normal equations of the bilateral multivariate;IR models. The recursive algorithm is computationally efficient and easy to implement as a computer program, The recursive algorithm is useful for identifying and smoothing not only bilateral multivariate AR processes but multidimensional multivariate AR processes and multivariate spatio-temporal processes as well.
引用
收藏
页码:1388 / 1390
页数:3
相关论文
共 50 条
  • [31] PREDICTIONS OF MULTIVARIATE AUTOREGRESSIVE-MOVING AVERAGE MODELS
    YAMAMOTO, T
    BIOMETRIKA, 1981, 68 (02) : 485 - 492
  • [32] Multivariate autoregressive models for forecasting seaborne trade flows
    Veenstra, AW
    Haralambides, HE
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2001, 37 (04) : 311 - 319
  • [33] Graph-based multivariate conditional autoregressive models
    Liang, Ye
    STATISTICAL THEORY AND RELATED FIELDS, 2019, 3 (02) : 158 - 169
  • [34] Recursive domain equations of filter models
    Alessi, Fabio
    Severi, Paula
    SOFSEM 2008: THEORY AND PRACTICE OF COMPUTER SCIENCE, 2008, 4910 : 124 - 135
  • [35] RECURSIVE SOLUTION OF THE COVARIANCE EQUATIONS FOR LINEAR PREDICTION
    CHAPARRO, LF
    BOUDAOUD, M
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1985, 320 (3-4): : 161 - 167
  • [36] A RECURSIVE SOLUTION OF B1 EQUATIONS
    ARCHIBAL.R
    MATHEWS, D
    TRANSACTIONS OF THE AMERICAN NUCLEAR SOCIETY, 1968, 11 (01): : 312 - &
  • [37] Distributive laws for the coinductive solution of recursive equations
    Jacobs, B
    INFORMATION AND COMPUTATION, 2006, 204 (04) : 561 - 587
  • [38] Recursive Identification of the Dynamic Behavior in a Distillation Column by Means of Autoregressive Models
    Aggoune, Lakhdar
    Chetouani, Yahya
    Radjeai, Hammoud
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2014, 136 (04):
  • [39] Adaptive recursive least squares method for parameter estimation of autoregressive models
    Javed, Shazia
    Nazir, Ghida
    Chaudhry, Nazir Ahmad
    Akgul, Ali
    Tabassum, Muhammad Farhan
    INTERNATIONAL JOURNAL OF APPLIED NONLINEAR SCIENCE, 2023, 4 (01) : 72 - 89
  • [40] Recursive estimation of images using non-gaussian autoregressive models
    Kadaba, SR
    Gelfand, SB
    Kashyap, RL
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (10) : 1439 - 1452