Japanese economic analysis by possibilistic regression model building through possibilitymaximization

Yoshiyuki Yabuuchi, Junzo Watada

    Research output: Contribution to journalArticle

    4 Citations (Scopus)

    Abstract

    A possibilistic regression model illustrates the potential possibilities inherent in the target system by including all data in the model. Tanaka and Guo employ exponential possibility distribution to build a model, while Inuiguchi et al. and Tajima are independently working on coinciding between the center of a possibility distribution and the center of a possibilistic regression model. Typically, samples influence and distort the shape of the model if they are far from the center of data. Yabuuchi and Watada have developed a model for describing the system possibility using the center of a possibilistic fuzzy regression model and an approach that mends the distortion of the model. The objective of this paper is to analyze the Japanese economy using our model, and to show the usefulness of our model by analysis results.

    Original languageEnglish
    Pages (from-to)576-580
    Number of pages5
    JournalJournal of Advanced Computational Intelligence and Intelligent Informatics
    Volume16
    Issue number5
    Publication statusPublished - 2012 Jul

    Fingerprint

    Economic analysis

    Keywords

    • Economic analysis
    • Fuzzy regression model
    • Possibility grade
    • Robustness

    ASJC Scopus subject areas

    • Artificial Intelligence
    • Computer Vision and Pattern Recognition
    • Human-Computer Interaction

    Cite this

    Japanese economic analysis by possibilistic regression model building through possibilitymaximization. / Yabuuchi, Yoshiyuki; Watada, Junzo.

    In: Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 16, No. 5, 07.2012, p. 576-580.

    Research output: Contribution to journalArticle

    @article{2b2d9e2dc9024593a14a37e160426e41,
    title = "Japanese economic analysis by possibilistic regression model building through possibilitymaximization",
    abstract = "A possibilistic regression model illustrates the potential possibilities inherent in the target system by including all data in the model. Tanaka and Guo employ exponential possibility distribution to build a model, while Inuiguchi et al. and Tajima are independently working on coinciding between the center of a possibility distribution and the center of a possibilistic regression model. Typically, samples influence and distort the shape of the model if they are far from the center of data. Yabuuchi and Watada have developed a model for describing the system possibility using the center of a possibilistic fuzzy regression model and an approach that mends the distortion of the model. The objective of this paper is to analyze the Japanese economy using our model, and to show the usefulness of our model by analysis results.",
    keywords = "Economic analysis, Fuzzy regression model, Possibility grade, Robustness",
    author = "Yoshiyuki Yabuuchi and Junzo Watada",
    year = "2012",
    month = "7",
    language = "English",
    volume = "16",
    pages = "576--580",
    journal = "Journal of Advanced Computational Intelligence and Intelligent Informatics",
    issn = "1343-0130",
    publisher = "Fuji Technology Press",
    number = "5",

    }

    TY - JOUR

    T1 - Japanese economic analysis by possibilistic regression model building through possibilitymaximization

    AU - Yabuuchi, Yoshiyuki

    AU - Watada, Junzo

    PY - 2012/7

    Y1 - 2012/7

    N2 - A possibilistic regression model illustrates the potential possibilities inherent in the target system by including all data in the model. Tanaka and Guo employ exponential possibility distribution to build a model, while Inuiguchi et al. and Tajima are independently working on coinciding between the center of a possibility distribution and the center of a possibilistic regression model. Typically, samples influence and distort the shape of the model if they are far from the center of data. Yabuuchi and Watada have developed a model for describing the system possibility using the center of a possibilistic fuzzy regression model and an approach that mends the distortion of the model. The objective of this paper is to analyze the Japanese economy using our model, and to show the usefulness of our model by analysis results.

    AB - A possibilistic regression model illustrates the potential possibilities inherent in the target system by including all data in the model. Tanaka and Guo employ exponential possibility distribution to build a model, while Inuiguchi et al. and Tajima are independently working on coinciding between the center of a possibility distribution and the center of a possibilistic regression model. Typically, samples influence and distort the shape of the model if they are far from the center of data. Yabuuchi and Watada have developed a model for describing the system possibility using the center of a possibilistic fuzzy regression model and an approach that mends the distortion of the model. The objective of this paper is to analyze the Japanese economy using our model, and to show the usefulness of our model by analysis results.

    KW - Economic analysis

    KW - Fuzzy regression model

    KW - Possibility grade

    KW - Robustness

    UR - http://www.scopus.com/inward/record.url?scp=84865018924&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=84865018924&partnerID=8YFLogxK

    M3 - Article

    AN - SCOPUS:84865018924

    VL - 16

    SP - 576

    EP - 580

    JO - Journal of Advanced Computational Intelligence and Intelligent Informatics

    JF - Journal of Advanced Computational Intelligence and Intelligent Informatics

    SN - 1343-0130

    IS - 5

    ER -