The ARAR error model for univariate time series and distributed lag

被引:0
|
作者
Carter, RAL [1 ]
Zellner, A
机构
[1] Univ Western Ontario, London, ON N6A 3K7, Canada
[2] Univ Calgary, Calgary, AB T2N 1N4, Canada
[3] Univ Chicago, GSB, Chicago, IL 60637 USA
来源
关键词
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
We show that the use of prior information derived from former empirical findings and/or subject matter theory regarding the lag structure of the observable variables together with an AR process for the error terms can produce univariate and single equation models that are intuitively appealing, simple to implement and work well in practice.
引用
下载
收藏
页数:44
相关论文
共 50 条
  • [1] The ARAR model for time series
    Carter, R
    Zellner, A
    AMERICAN STATISTICAL ASSOCIATION - 1996 PROCEEDINGS OF THE SECTION ON BAYESIAN STATISTICAL SCIENCE, 1996, : 226 - 231
  • [2] Distributed detection of sequential anomalies in univariate time series
    Schneider, Johannes
    Wenig, Phillip
    Papenbrock, Thorsten
    VLDB JOURNAL, 2021, 30 (04): : 579 - 602
  • [3] Distributed detection of sequential anomalies in univariate time series
    Johannes Schneider
    Phillip Wenig
    Thorsten Papenbrock
    The VLDB Journal, 2021, 30 : 579 - 602
  • [4] A univariate model of river water nitrate time series
    Worrall, F
    Burt, TP
    JOURNAL OF HYDROLOGY, 1999, 214 (1-4) : 74 - 90
  • [5] A GAUSSIAN MIXTURE AUTOREGRESSIVE MODEL FOR UNIVARIATE TIME SERIES
    Kalliovirta, Leena
    Meitz, Mika
    Saikkonen, Pentti
    JOURNAL OF TIME SERIES ANALYSIS, 2015, 36 (02) : 247 - 266
  • [6] A univariate model of river water nitrate time series
    Department of Geological Sciences, Sci. Labs., South Road, DH1 3LE, Durham, United Kingdom
    不详
    J. Hydrol., 1-4 (74-90):
  • [7] Lag weighted lasso for time series model
    Park, Heewon
    Sakaori, Fumitake
    COMPUTATIONAL STATISTICS, 2013, 28 (02) : 493 - 504
  • [8] Lag weighted lasso for time series model
    Heewon Park
    Fumitake Sakaori
    Computational Statistics, 2013, 28 : 493 - 504
  • [9] Robust Lag Weighted Lasso for Time Series Model
    Dikheel, Tahir R.
    Yaseen, Alaa Q.
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2020, 19 (01)
  • [10] Wave-Former: Lag removing univariate long time series forecasting transformer for ocean waves
    Dixit, Shreyas
    Dixit, Pradnya
    Ocean Engineering, 2024, 312