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Cites:

Information Journal Paper

Title

AUGMENTED MIXED BETA REGRESSION AND MODELING OF EMPLOYED PROPORTIONS IN HOUSEHOLDS

Pages

  19-36

Abstract

 The Beta regression model is usually used for modeling the rates or proportions confined in an open interval (0, 1). In some studies, the data may also include zero and one. In this paper, an AUGMENTED BETA REGRESSION model that is a mixture of BETA DISTRIBUTION with two degenerated distributions at 0 and 1 is presented for rates or proportions confined in [0, 1]. For the augmented mixed Beta model with reparametrization of BETA DISTRIBUTION, the mean and precision parameters were modeled including fixed and random effects. This is while taking into account that the random effects make these models applicable to correlated data. Here, the augmented mixed Beta model is presented. Then this model is evaluated in a simulation study. Next, the application of this model is shown for analyzing the proportions of employed persons in every household. Finally, conclusion and results are presented.

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    • Cite

    APA: Copy

    FALLAH MOHSENKHANI, ZOHREH, & MOHAMMADZADEH, MOHSEN. (2017). AUGMENTED MIXED BETA REGRESSION AND MODELING OF EMPLOYED PROPORTIONS IN HOUSEHOLDS. ADVANCES IN MATHEMATICAL MODELING, 7(1 ), 19-36. SID. https://sid.ir/paper/243891/en

    Vancouver: Copy

    FALLAH MOHSENKHANI ZOHREH, MOHAMMADZADEH MOHSEN. AUGMENTED MIXED BETA REGRESSION AND MODELING OF EMPLOYED PROPORTIONS IN HOUSEHOLDS. ADVANCES IN MATHEMATICAL MODELING[Internet]. 2017;7(1 ):19-36. Available from: https://sid.ir/paper/243891/en

    IEEE: Copy

    ZOHREH FALLAH MOHSENKHANI, and MOHSEN MOHAMMADZADEH, “AUGMENTED MIXED BETA REGRESSION AND MODELING OF EMPLOYED PROPORTIONS IN HOUSEHOLDS,” ADVANCES IN MATHEMATICAL MODELING, vol. 7, no. 1 , pp. 19–36, 2017, [Online]. Available: https://sid.ir/paper/243891/en

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