MIXTURE-MODELS, OUTLIERS, AND THE EM ALGORITHM

被引:179
|
作者
AITKIN, M [1 ]
WILSON, GT [1 ]
机构
[1] UNIV LANCASTER,DEPT MATH,LANCASTER LA1 4YL,ENGLAND
关键词
D O I
10.2307/1268316
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
引用
收藏
页码:325 / 331
页数:7
相关论文
共 50 条
  • [21] LIKELIHOOD ESTIMATION WITH NORMAL MIXTURE-MODELS
    BASFORD, KE
    MCLACHLAN, GJ
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 1985, 34 (03) : 282 - 289
  • [22] USING MIXTURE-MODELS IN TEMPERAMENT RESEARCH
    STERN, HS
    ARCUS, D
    KAGAN, J
    RUBIN, DB
    SNIDMAN, N
    INTERNATIONAL JOURNAL OF BEHAVIORAL DEVELOPMENT, 1995, 18 (03) : 407 - 423
  • [23] MIXTURE-MODELS FOR INVESTIGATING COMPLEX DISTRIBUTIONS
    BRANT, LJ
    MORRELL, CH
    PEARSON, JD
    AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY, 1990, 81 (02) : 198 - 198
  • [24] MIXTURE-MODELS FOR TIME-SERIES
    JALALI, A
    PEMBERTON, J
    JOURNAL OF APPLIED PROBABILITY, 1995, 32 (01) : 123 - 138
  • [25] COMPARISON OF SIMPLEX DESIGNS FOR QUADRATIC MIXTURE-MODELS
    GALIL, Z
    KIEFER, J
    TECHNOMETRICS, 1977, 19 (04) : 445 - 453
  • [26] MIXTURE-MODELS IN SURVIVAL ANALYSIS - ARE THEY WORTH THE RISK
    FAREWELL, VT
    CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1986, 14 (03): : 257 - 262
  • [27] SEMIPARAMETRIC ESTIMATION IN FAILURE TIME MIXTURE-MODELS
    TAYLOR, JMG
    BIOMETRICS, 1995, 51 (03) : 899 - 907
  • [28] QUADRATIC-PROGRAMMING METHOD FOR MIXTURE-MODELS
    RECKNAGEL, RD
    BIOMETRICS, 1980, 36 (01) : 182 - 182
  • [29] MIXTURE-MODELS FOR THE ANALYSIS OF REPEATED COUNT DATA
    VANDUIJN, MAJ
    BOCKENHOLT, U
    APPLIED STATISTICS-JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C, 1995, 44 (04): : 473 - 485
  • [30] Image retrieval using mixture models and EM algorithm
    Najjar, M
    Ambroise, C
    Cocquerez, JP
    IMAGE ANALYSIS, PROCEEDINGS, 2003, 2749 : 1114 - 1121