On the existence of some skew-Gaussian random field models

被引：10
|
作者：
Mahmoudian, Behzad [1 ,2 ]
机构：
[1] Univ Qom, Fac Sci, Dept Stat, Qom, Iran
[2] Univ Qom, Ctr Environm Res, Qom, Iran
来源：
STATISTICS & PROBABILITY LETTERS | 2018年 / 137卷
关键词：
Multivariate skew-normal distributions; Skewed random field models; Kolmogorov existence theorem;
D O I：
10.1016/j.spl.2018.02.052
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 existence of a skew-Gaussian random field model for a given family of skew-normal distributions is studied in detail in this paper. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码：331 / 335
页数：5
相关论文
共 50 条
  • [21] Calibration of Gaussian Random Field stochastic EUV models
    Latypov, Azat M.
    Wei, Chih-, I
    De Bisschop, Peter
    Khaira, Gurdaman
    Fenger, Germain
    OPTICAL AND EUV NANOLITHOGRAPHY XXXV, 2022, 12051
  • [22] Singularities in learning models: Gaussian random field approach
    Amari, S
    Ozeki, T
    Park, H
    KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 1565 - 1569
  • [23] Gaussian Markov random field spatial models in GAMLSS
    De Bastiani, Fernanda
    Rigby, Robert A.
    Stasinopoulous, Dimitrios M.
    Cysneiros, Audrey H. M. A.
    Uribe-Opazo, Miguel A.
    JOURNAL OF APPLIED STATISTICS, 2018, 45 (01) : 168 - 186
  • [24] THERMAL FLUCTUATIONS IN SOME RANDOM FIELD MODELS
    SCHULZ, U
    VILLAIN, J
    BREZIN, E
    ORLAND, H
    JOURNAL OF STATISTICAL PHYSICS, 1988, 51 (1-2) : 1 - 27
  • [25] Skew Gaussian mixture models for speaker recognition
    Matza, Avi
    Bistritz, Yuval
    12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 12 - 15
  • [26] Skew Gaussian mixture models for speaker recognition
    Matza, Avi
    Bistritz, Yuval
    IET SIGNAL PROCESSING, 2014, 8 (08) : 860 - 867
  • [27] Discrete-time linear skew-Gaussian system and its recursive fixed-dimensional exact density filtering
    Meng, Haozhan
    Li, X. Rong
    Jilkov, Vesselin P.
    AUTOMATICA, 2024, 159
  • [28] Utilizing Gaussian Markov Random Field Properties of Bayesian Animal Models
    Steinsland, Ingelin
    Jensen, Henrik
    BIOMETRICS, 2010, 66 (03) : 763 - 771
  • [29] IMAGE ESTIMATION USING DOUBLY STOCHASTIC GAUSSIAN RANDOM FIELD MODELS
    WOODS, JW
    DRAVIDA, S
    MEDIAVILLA, R
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (02) : 245 - 253
  • [30] Estimating structured correlation matrices in smooth Gaussian random field models
    Loh, WL
    Lam, TK
    ANNALS OF STATISTICS, 2000, 28 (03): : 880 - 904
12345