BEYOND PRINCIPAL COMPONENT ANALYSIS - A TRILINEAR DECOMPOSITION MODEL AND LEAST-SQUARES ESTIMATION

被引：16
|
作者：
PHAM, TD
MOCKS, J
机构：
[1] UNIV GRENOBLE 1,F-38041 GRENOBLE,FRANCE
[2] BOEHRINGER MANNHEIM GMBH,DEPT BIOMETRIE FK-BR,W-6800 MANNHEIM 31,GERMANY
来源：
PSYCHOMETRIKA | 1992年 / 57卷 / 02期
关键词：
D O I：
10.1007/BF02294505
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
The paper derives sufficient conditions for the consistency and asymptotic normality of the least squares estimator of a trilinear decomposition model for multiway data analysis.
引用
收藏
页码：203 / 215
页数：13
相关论文
共 50 条
  • [31] APPLICATION OF PRINCIPAL COMPONENT ANALYSIS ON NIR SPECTRAL COLLECTION AFTER ELIMINATION OF INTERFERENCE BY A LEAST-SQUARES PROCEDURE
    DEVAUX, MF
    BERTRAND, D
    ROBERT, P
    QANNARI, M
    APPLIED SPECTROSCOPY, 1988, 42 (06) : 1020 - 1023
  • [32] OBJECTIVE MEASUREMENT OF SUBJECTIVE IMAGE QUALITY USING PRINCIPAL COMPONENT ANALYSIS AND LEAST-SQUARES CURVE FITTING
    MALONE, DL
    MUSGROVE, ME
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1969, 59 (04) : 510 - &
  • [33] Least-Squares Variance Component Estimation Applied to GPS Geometry-Based Observation Model
    Amiri-Simkooei, A. R.
    Zangeneh-Nejad, F.
    Asgari, J.
    JOURNAL OF SURVEYING ENGINEERING, 2013, 139 (04) : 176 - 187
  • [34] Nonlinear total least-squares variance component estimation for GM(1,1) model
    Leyang Wang
    Jianqiang Sun
    Qiwen Wu
    Geodesy and Geodynamics, 2021, 12 (03) : 211 - 217
  • [35] Nonlinear total least-squares variance component estimation for GM(1,1) model
    Wang, Leyang
    Sun, Jianqiang
    Wu, Qiwen
    GEODESY AND GEODYNAMICS, 2021, 12 (03) : 211 - 217
  • [36] Sparse Principal Component Analysis Based on Least Trimmed Squares
    Wang, Yixin
    Van Aelst, Stefan
    TECHNOMETRICS, 2020, 62 (04) : 473 - 485
  • [37] MULTICOMPONENT PRINCIPAL COMPONENT REGRESSION AND PARTIAL LEAST-SQUARES ANALYSES OF OVERLAPPED CHROMATOGRAPHIC PEAKS
    FAIGLE, JF
    POPPI, RJ
    SCARMINIO, IS
    BRUNS, RE
    JOURNAL OF CHROMATOGRAPHY, 1991, 539 (01): : 123 - 132
  • [38] Improving Dam Deformation Analysis Using Least-Squares Variance Component Estimation and Tikhonov Regularization
    Farzaneh, Saeed
    Safari, Abdolreza
    Parvazi, Kamal
    JOURNAL OF SURVEYING ENGINEERING, 2021, 147 (01)
  • [39] LEAST-SQUARES ESTIMATION OF DISTRIBUTION MIXTURES
    BARTLETT, MS
    MACDONALD, PD
    NATURE, 1968, 217 (5124) : 195 - +
  • [40] CONSTRAINED LEAST-SQUARES INTERVAL ESTIMATION
    PIERCE, JE
    RUST, BW
    SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1985, 6 (03): : 670 - 683
12345