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
  • [31] Parameter estimation in linear regression driven by a Gaussian sheet
    Baran, Sandor
    Sikolya, Kinga
    ACTA SCIENTIARUM MATHEMATICARUM, 2012, 78 (3-4): : 689 - 713
  • [32] On weighted estimation in linear regression in the presence of parameter uncertainty
    Clarke, Judith A.
    ECONOMICS LETTERS, 2008, 100 (01) : 1 - 3
  • [33] Parameter estimation in linear regression driven by a Gaussian sheet
    Sándor Baran
    Kinga Sikolya
    Acta Scientiarum Mathematicarum, 2012, 78 (3-4): : 689 - 713
  • [34] Parameter estimation in linear regression under arbitrary interference
    Granichin, O.N.
    Avtomatika i Telemekhanika, 2002, (01): : 30 - 41
  • [35] Parameter estimation in linear regression driven by a Wiener sheet
    Baran, Sandor
    Sikolya, Kinga
    ANNALES MATHEMATICAE ET INFORMATICAE, 2012, 39 : 3 - 15
  • [36] Estimation of a Fuzzy Regression Model Using Fuzzy Distances
    Roldan Lopez de Hierro, Antonio Francisco
    Martinez-Moreno, Juan
    Aguilar-Pena, Concepcion
    Roldan Lopez de Hierro, Concepcion
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (02) : 344 - 359
  • [37] Analysis of Renting Office Information Based on Univariate Linear Regression Model
    Yan, Jihong
    Chen, Jian
    Xu, Jeffary
    INTERNATIONAL CONFERENCE ON ELECTRICAL AND CONTROL ENGINEERING (ICECE 2015), 2015, : 780 - 784
  • [38] Minimax estimation in linear regression model
    Srivastava, AK
    Shukla, P
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1996, 50 (01) : 77 - 89
  • [39] Shrinkage estimation for the regression parameter matrix in multivariate regression model
    Chitsaz, Shabnam
    Ahmed, S. Ejaz
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (02) : 309 - 323
  • [40] An Improved Estimation in Regression Parameter Matrix in Multivariate Regression Model
    Chitsaz, S.
    Ahmed, S. Ejaz
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (13-14) : 2305 - 2320
12345