Asymptotic distributions in the projection pursuit based canonical correlation analysis

被引：0
|
作者：
JIN Jiao & CUI HengJian Department of Statistics and Financial Mathematics
机构：
来源：
Science China(Mathematics) | 2010年 / 53卷 / 02期
基金：
中国国家自然科学基金;
关键词：
asymptotic distribution; canonical correlation analysis; influence function; robust statistics;
D O I：
暂无
中图分类号：
O211.3 [分布理论];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In this paper, associations between two sets of random variables based on the projection pursuit (PP) method are studied. The asymptotic normal distributions of estimators of the PP based canonical correlations and weighting vectors are derived.
引用
收藏
页码：485 / 498
页数：14
相关论文
共 50 条
  • [21] Point Cloud Registration Algorithm Based on Canonical Correlation Analysis
    Tang Zhirong
    Liu Mingzhe
    Jiang Yue
    Zhao Feixiang
    Zhao Chengqiang
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2019, 46 (04):
  • [22] Metacognition by gender: A pilot Study based on canonical correlation analysis
    Mucciardi, Massimo
    Lenzo, Vittorio
    Toffle, Mary Ellen
    Quattropani, Maria C.
    CPSYC 2016 - INTERNATIONAL CONGRESS ON CLINICAL AND COUNSELLING PSYCHOLOGY, 2016, 9 : 41 - 52
  • [23] Sparse canonical correlation analysis
    Hardoon, David R.
    Shawe-Taylor, John
    MACHINE LEARNING, 2011, 83 (03) : 331 - 353
  • [24] Sufficient Canonical Correlation Analysis
    Guo, Yiwen
    Ding, Xiaoqing
    Liu, Changsong
    Xue, Jing-Hao
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (06) : 2610 - 2619
  • [25] Simultaneous canonical correlation analysis with invariant canonical loadings
    Gu F.
    Wu H.
    Behaviormetrika, 2018, 45 (1) : 111 - 132
  • [26] Blood Glucose Concentration Prediction Based on Canonical Correlation Analysis
    He, Jinli
    He, Tong
    Wang, Youqing
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2942 - 2947
  • [27] Point Cloud Registration Algorithm Based on Canonical Correlation Analysis
    Tang Z.
    Liu M.
    Jiang Y.
    Zhao F.
    Zhao C.
    Zhongguo Jiguang/Chinese Journal of Lasers, 2019, 46 (04):
  • [28] Time Delay Estimation Method Based on Canonical Correlation Analysis
    Jun-seok Lim
    Hee-Suk Pang
    Circuits, Systems, and Signal Processing, 2013, 32 : 2527 - 2538
  • [29] Dimensionality reduction of image features using the canonical contextual correlation projection
    Loog, M
    van Ginneken, B
    Duin, RPW
    PATTERN RECOGNITION, 2005, 38 (12) : 2409 - 2418
  • [30] Asymptotic expansions of test statistics for dimensionality and additional information in canonical correlation analysis when the dimension is large
    Sakurai, Tetsuro
    JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 100 (05) : 888 - 901
12345