Statistical hypotheses testing for fuzzy data

被引：39
|
作者：
Wu, HC [1 ]
机构：
[1] Natl Kaohsiung Normal Univ, Dept Math, Kaohsiung 802, Taiwan
来源：
INFORMATION SCIENCES | 2005年 / 175卷 / 1-2期
关键词：
fuzzy sets; fuzzy random variables; confidence optimization; degrees of optimism and pessimism;
D O I：
10.1016/j.ins.2003.12.009
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The method of handling fuzziness upon the usual method of statistical hypotheses testing is proposed. We transact the h-level set of fuzzy data for the sake of invoking usual method of statistical hypotheses testing. We propose the decision rules that are used to accept or reject the null and alternative hypotheses with the notions of degrees of optimism and pessimism by solving optimization problems. We also provide a computational procedure and an example to clarify the discussions in this paper. (c) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码：30 / 56
页数：27
相关论文
共 50 条
  • [1] Testing statistical hypotheses for intuitionistic fuzzy data
    Akbari, Mohammad Ghasem
    Hesamian, Gholamreza
    [J]. SOFT COMPUTING, 2019, 23 (20) : 10385 - 10392
  • [2] Testing statistical hypotheses for intuitionistic fuzzy data
    Mohammad Ghasem Akbari
    Gholamreza Hesamian
    [J]. Soft Computing, 2019, 23 : 10385 - 10392
  • [3] TESTING STATISTICAL HYPOTHESES UNDER FUZZY DATA AND BASED ON A NEW SIGNED DISTANCE
    Arefi, M.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2018, 15 (03): : 153 - 176
  • [4] Testing statistical hypotheses with vague data
    Grzegorzewski, P
    [J]. FUZZY SETS AND SYSTEMS, 2000, 112 (03) : 501 - 510
  • [5] Testing fuzzy hypotheses with crisp data
    Arnold, BF
    [J]. FUZZY SETS AND SYSTEMS, 1998, 94 (03) : 323 - 333
  • [6] Testing Statistical Hypotheses Based on Fuzzy Confidence Intervals
    Chachi, Jalal
    Taheri, Seyed Mahmoud
    Viertl, Reinhard
    [J]. AUSTRIAN JOURNAL OF STATISTICS, 2012, 41 (04) : 267 - 286
  • [7] Parametric testing statistical hypotheses for fuzzy random variables
    Gholamreza Hesamian
    Mehdi Shams
    [J]. Soft Computing, 2016, 20 : 1537 - 1548
  • [8] Parametric testing statistical hypotheses for fuzzy random variables
    Hesamian, Gholamreza
    Shams, Mehdi
    [J]. SOFT COMPUTING, 2016, 20 (04) : 1537 - 1548
  • [9] Testing hypotheses with fuzzy data: The fuzzy p-value
    P. Filzmoser
    R. Viertl
    [J]. Metrika, 2004, 59 : 21 - 29
  • [10] Testing hypotheses with fuzzy data:: The fuzzy p-value
    Filzmoser, P
    Viertl, R
    [J]. METRIKA, 2004, 59 (01) : 21 - 29
12345