A new approach for testing fuzzy hypotheses based on likelihood ratio statistic

被引:0
|
作者
Shima Yosefi
Mohsen Arefi
Mohammad Ghasem Akbari
机构
[1] University of Birjand,Department of Statistics, Faculty of Mathematical Sciences and Statistics
来源
Statistical Papers | 2016年 / 57卷
关键词
Fuzzy hypotheses; Fuzzy set; Likelihood ratio test ; Probability of type I error; Probability of type II error; 62F03; 62F86;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, a new approach for testing fuzzy hypotheses based on likelihood ratio test statistic is presented. In this approach, we first formulate the hypotheses of interest by fuzzy sets, and then, a likelihood ratio statistic is defined based on the δ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\delta $$\end{document}-cut of null fuzzy hypothesis. Also, in order to establish critical region, we give new definitions for the probabilities of type I and type II errors.
引用
收藏
页码:665 / 688
页数:23
相关论文
共 50 条
  • [1] A new approach for testing fuzzy hypotheses based on likelihood ratio statistic
    Yosefi, Shima
    Arefi, Mohsen
    Akbari, Mohammad Ghasem
    STATISTICAL PAPERS, 2016, 57 (03) : 665 - 688
  • [2] Likelihood ratio tests for fuzzy hypotheses testing
    Torabi, Hamzeh
    Behboodian, Javad
    STATISTICAL PAPERS, 2007, 48 (03) : 509 - 522
  • [3] Likelihood ratio tests for fuzzy hypotheses testing
    Hamzeh Torabi
    Javad Behboodian
    Statistical Papers, 2007, 48 : 509 - 522
  • [4] Bootstrap testing fuzzy hypotheses and observations on fuzzy statistic
    Akbari, Mohammad Ghasem
    Rezaei, Abdolhamid
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (08) : 5782 - 5787
  • [6] On the finite sample distribution of the likelihood ratio statistic for testing heterogeneity in meta-analysis
    Kuk, Sunghee
    Lee, Woojoo
    BIOMETRICAL JOURNAL, 2020, 62 (08) : 1986 - 1996
  • [7] Likelihood Ratio Tests for Interval Hypotheses with Applications
    Park, Junyong
    Sinha, Bimal
    Shah, Arvind
    Xu, Dihua
    Lin, Jianxin
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2015, 44 (11) : 2351 - 2370
  • [8] Fuzzy hypothesis testing with vague data using likelihood ratio test
    Alizadeh, H. Moheb
    Khamseh, A. R. Arshadi
    Ghomi, S. M. T. Fatemi
    SOFT COMPUTING, 2013, 17 (09) : 1629 - 1641
  • [9] Fuzzy hypothesis testing with vague data using likelihood ratio test
    H. Moheb Alizadeh
    A. R. Arshadi Khamseh
    S. M. T. Fatemi Ghomi
    Soft Computing, 2013, 17 : 1629 - 1641
  • [10] Numerical aspects of a likelihood ratio test statistic for cointegrating rank
    Jacobson, T
    Larsson, R
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1997, 23 (04) : 453 - 465