The Separate Parameter Estimation in Univariate Fuzzy Linear Regression Model

被引：0
|
作者：
Zhao, Zhiwen [1 ]
机构：
[1] Jilin Normal Univ, Coll Math, Siping, Peoples R China
来源：
2012 INTERNATIONAL CONFERENCE ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING (ICMPBE2012) | 2012年 / 33卷
关键词：
triangular fuzzy number; the least squares estimation; fuzzy linear regression model; unbiased estimation; SEQUENCES; NUMBERS;
D O I：
10.1016/j.phpro.2012.05.239
中图分类号：
Q6 [生物物理学];
学科分类号：
071011 ;
摘要：
Kim et al.[1] proposed a new fuzzy linear regression model and studied the asymptotic normality and strong consistency of the fuzzy least squares estimation. In this paper, we proposed a new estimation method to estimate the parameters in univariate fuzzy linear regression. Compared with the traditional least squares, our method is robust. (C) 2012 Published by Elsevier B.V. Selection and/or peer-review under responsibility of ICMPBE International Committee.
引用
收藏
页码：1461 / 1467
页数：7
相关论文
共 50 条
  • [1] Parameter estimation in fuzzy partial univariate linear regression model with non-fuzzy inputs and triangular fuzzy outputs
    Hesamian, G.
    Akbari, M. G.
    Shams, M.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2021, 18 (02): : 51 - 64
  • [2] Parameter estimation of the storage function model using fuzzy linear regression approach
    Sujono, J
    Shikasho, S
    Hiramatsu, K
    COMPUTATIONAL METHODS IN WATER RESOURCES, VOLS 1 AND 2, PROCEEDINGS, 2002, 47 : 1565 - 1572
  • [3] Interval estimation for a fuzzy linear regression model
    Yoon, Jin Hee
    Kim, Hae Kyung
    Jung, Hye-Young
    Lee, Woo-Joo
    Choi, Seung Hoe
    PROCEEDINGS OF THE 20TH CZECH-JAPAN SEMINAR ON DATA ANALYSIS AND DECISION MAKING UNDER UNCERTAINTY, 2017, : 227 - 233
  • [4] Selection of the Linear Regression Model According to the Parameter Estimation
    Sun Dao-de Department of Computer
    Wuhan University Journal of Natural Sciences, 2000, (04) : 400 - 405
  • [5] Selection of the linear regression model according to the parameter estimation
    Sun, Dao-de
    Wuhan University Journal of Natural Sciences, 2000, 5 (04) : 400 - 405
  • [6] Programming as methodology for parameter estimation in multiple linear regression model
    Babic, Z
    Jurun, E
    Pivac, S
    Proceedings of the 10th International Conference on Operational Research - KOI 2004, 2005, : 175 - 182
  • [7] Hidden Markov Linear Regression Model and its Parameter Estimation
    Liu, Hefei
    Wang, Kunqjnu
    Li, Yong
    IEEE ACCESS, 2020, 8 : 187037 - 187042
  • [8] PARAMETER-ESTIMATION IN MULTIPLE LINEAR-REGRESSION WITH FUZZY INEQUALITY CONSTRAINTS
    KORKHIN, AS
    CYBERNETICS, 1988, 24 (02): : 203 - 211
  • [9] Fuzzy prior information and minimax estimation in the linear regression model
    Bernhard F. Arnold
    Peter Stahlecker
    Statistical Papers, 1997, 38 : 377 - 391
  • [10] Fuzzy prior information and minimax estimation in the linear regression model
    Arnold, BF
    Stahlecker, P
    STATISTICAL PAPERS, 1997, 38 (04) : 377 - 391
12345