The exact covariance matrix of dynamic models with latent variables

被引:1
|
作者
Lyhagen, J [1 ]
机构
[1] Uppsala Univ, Dept Informat Sci, Div Stat, SE-75120 Uppsala, Sweden
关键词
dynamic LISREL; covariance matrix;
D O I
10.1016/j.spl.2005.05.005
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A dynamic time series Llnear Structural RELation (LISREL) model is proposed for the analysis of stationary multivariate time series. The model is suitable not only for macro models, but also for panel data models. The implied covariance matrix is derived and it may be used in exact maximum likelihood estimation. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:133 / 139
页数:7
相关论文
共 50 条
  • [21] Fitting covariance matrix models to simulations
    Fumagalli, Alessandra
    Biagetti, Matteo
    Saro, Alex
    Sefusatti, Emiliano
    Slosar, Anze
    Monaco, Pierluigi
    Veropalumbo, Alfonso
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2022, (12):
  • [23] Matrix-variate distribution theory under elliptical models-4: Joint distribution of latent roots of covariance matrix and the largest and smallest latent roots
    Caro-Lopera, Francisco J.
    Gonzalez Farias, Graciela
    Balakrishnan, Narayanaswamy
    JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 145 : 224 - 235
  • [24] DERIVATION OF THE UNCONDITIONAL STATE-COVARIANCE MATRIX FOR EXACT MAXIMUM-LIKELIHOOD-ESTIMATION OF ARMA MODELS
    MITTNIK, S
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 1991, 15 (04): : 731 - 740
  • [25] Monitoring the covariance matrix with fewer observations than variables
    Maboudou-Tchao, Edgard M.
    Agboto, Vincent
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 64 : 99 - 112
  • [26] Covariance matrix inequalities for functions of Beta random variables
    Wei, Zhengyuan
    Zhang, Xinsheng
    STATISTICS & PROBABILITY LETTERS, 2009, 79 (07) : 873 - 879
  • [27] LINEAR LATENT VARIABLE MODELS AND COVARIANCE-STRUCTURES
    ANDERSON, TW
    JOURNAL OF ECONOMETRICS, 1989, 41 (01) : 91 - 119
  • [28] Latent variable models of genotype-environment covariance
    Hershberger, SL
    STRUCTURAL EQUATION MODELING, 2003, 10 (03): : 423 - 434
  • [29] Sequential imputation for models with latent variables assuming latent ignorability
    Beesley, Lauren J.
    Taylor, Jeremy M. G.
    Little, Roderick J. A.
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2019, 61 (02) : 213 - 233
  • [30] Latent variable models with nonparametric interaction effects of latent variables
    Song, Xinyuan
    Lu, Zhaohua
    Feng, Xiangnan
    STATISTICS IN MEDICINE, 2014, 33 (10) : 1723 - 1737