International Journal of Statistical Distributions and Applications

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Volume 6, Issue 1, March 2020

  • Variable Selection for Partially Linear Additive Model Based on Modal Regression Under High Dimensional Data

    Yafeng Xia, Lirong Zhang

    Issue: Volume 6, Issue 1, March 2020
    Pages: 1-9
    Received: 19 December 2019
    Accepted: 9 January 2020
    Published: 17 April 2020
    DOI: 10.11648/j.ijsd.20200601.11
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    Abstract: In this article, we focus on the variable selection for partially linear additive model under high dimensional data. Variable selection is proposed based on modal regression estimation with Adoptive Bridge Method. Using the B-spline basic function to approximate the additive function, a penalty estimation objective equation is constructed. It estab... Show More
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  • Inferences on the Weibull Exponentiated Exponential Distribution and Applications

    Umar Usman, Suleiman Shamsuddeen, Bello Magaji Arkilla, Yakubu Aliyu

    Issue: Volume 6, Issue 1, March 2020
    Pages: 10-22
    Received: 6 November 2019
    Accepted: 20 December 2019
    Published: 15 July 2020
    DOI: 10.11648/j.ijsd.20200601.12
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    Abstract: In this article, an alternative method of defining the probability density function of GeneralizedWeibull-exponential distributions is proposed. Based on the method, the distribution can also be calledWeibull exponentiated exponential distribution. This distribution includes the exponential, Weibull and exponentiated exponential distributions as sp... Show More
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