Multiblock Linear Discriminant Analysis

被引:0
|
作者
Casin, Philippe [1 ]
机构
[1] UFR Droit Econ Adm Ile Saulcy, F-57000 Metz, France
来源
JOURNAL OF THE SFDS | 2015年 / 156卷 / 04期
关键词
multivariate data table; linear discriminant analysis; generalized canonical analysis; multi-block data analysis; multi-group data analysis;
D O I
暂无
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
The aim of this paper is to propose a new method, multiblock linear discriminant analysis which generalizes linear discriminant analysis and generalized canonical correlation analysis, and is a method for analyzing multiblock and multigroup data tables; MLDA computes one or several new variables for each data table, such as these new variables take into account both relationships between sets of variables and canonical correlation between each data table and the partition of individuals.
引用
收藏
页码:1 / 20
页数:20
相关论文
共 50 条
  • [1] Categorical multiblock linear discriminant analysis
    Casin, Philippe
    JOURNAL OF APPLIED STATISTICS, 2018, 45 (08) : 1396 - 1409
  • [2] A new method of discrimination on qualitative variables : Categorical Multiblock Linear Discriminant Analysis
    Casin, Philippe
    2017 4TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2017, : 1191 - 1194
  • [3] Multiblock Discriminant Analysis for Integrative Genomic Study
    Kang, Mingon
    Kim, Dong-Chul
    Liu, Chunyu
    Gao, Jean
    BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [4] Linear discriminant analysis
    不详
    NATURE REVIEWS METHODS PRIMERS, 2024, 4 (01):
  • [5] The Matrix Form for Weighted Linear Discriminant Analysis and Fractional Linear Discriminant Analysis
    Xu, Tianwei
    Lu, Chong
    Liu, Wanquan
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 1621 - +
  • [6] Network linear discriminant analysis
    Cai, Wei
    Guan, Guoyu
    Pan, Rui
    Zhu, Xuening
    Wang, Hansheng
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 117 : 32 - 44
  • [7] Matrix Linear Discriminant Analysis
    Hu, Wei
    Shen, Weining
    Zhou, Hua
    Kong, Dehan
    TECHNOMETRICS, 2020, 62 (02) : 196 - 205
  • [8] Localized linear discriminant analysis
    Czogiel, Irina
    Luebke, Karsten
    Zentgraf, Marc
    Weihs, Claus
    ADVANCES IN DATA ANALYSIS, 2007, : 133 - +
  • [9] Linear boundary discriminant analysis
    Na, Jin Hee
    Park, Myoung Soo
    Choi, Jin Young
    PATTERN RECOGNITION, 2010, 43 (03) : 929 - 936
  • [10] Power linear discriminant analysis
    Sakai, Makoto
    Kitaoka, Norihide
    Nakagawa, Seiichi
    2007 9TH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1-3, 2007, : 576 - +